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Posted to commits@hudi.apache.org by "yihua (via GitHub)" <gi...@apache.org> on 2025/12/22 20:22:05 UTC
[PR] feat(spark): Add Spark 4.1 support [hudi]
yihua opened a new pull request, #17674:
URL: https://github.com/apache/hudi/pull/17674
### Describe the issue this Pull Request addresses
This PR adds support for Hudi on Spark 4.1.
### Summary and Changelog
<!-- Short, plain-English summary of what users gain or what changed in behavior.
Followed by a detailed log of all the changes. Highlight if any code was copied. -->
### Impact
<!-- Describe any public API or user-facing feature change or any performance impact. -->
### Risk Level
<!-- Accepted values: none, low, medium or high. Other than `none`, explain the risk.
If medium or high, explain what verification was done to mitigate the risks. -->
### Documentation Update
<!-- Describe any necessary documentation update if there is any new feature, config, or user-facing change. If not, put "none".
- The config description must be updated if new configs are added or the default value of the configs are changed.
- Any new feature or user-facing change requires updating the Hudi website. Please follow the
[instruction](https://hudi.apache.org/contribute/developer-setup#website) to make changes to the website. -->
### Contributor's checklist
- [ ] Read through [contributor's guide](https://hudi.apache.org/contribute/how-to-contribute)
- [ ] Enough context is provided in the sections above
- [ ] Adequate tests were added if applicable
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3691926478
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3692194777
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* eda1702e6d322d37376c2fdfd8f551c4b76c8925 UNKNOWN
* f3d7fbc7c5bc2000a1b2b8135cc55efdc48816b1 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10553)
* 8fce58583a6ee64f0b11974a64a4bacda56dbd97 UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3693203722
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* eda1702e6d322d37376c2fdfd8f551c4b76c8925 UNKNOWN
* 8fce58583a6ee64f0b11974a64a4bacda56dbd97 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10568)
* 9675bb6ea0cdbb925fa1ff4043a22a88662106dc Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10584)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4194782159
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `29.16667%` with `51 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 45.77%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c66d80`](https://app.codecov.io/gh/apache/hudi/commit/1c66d80fafdc65d3b9d1da227f17d56b1759da5c?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 15 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (1c66d80). Click for more details.
>
> <details><summary>HEAD has 21 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (1c66d80) |
>|------|------|------|
>|spark-scala-tests|10|3|
>|spark-java-tests|15|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 45.77% -22.76%
+ Complexity 27968 15144 -12824
=============================================
Files 2440 1969 -471
Lines 134456 109001 -25455
Branches 16226 13498 -2728
=============================================
- Hits 92138 49892 -42246
- Misses 35054 53609 +18555
+ Partials 7264 5500 -1764
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.84% <38.88%> (-0.15%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.84%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.43% <15.27%> (-16.34%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.72% <27.77%> (-12.93%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `48.45% <100.00%> (-26.16%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `68.47% <66.66%> (-5.70%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `64.15% <50.00%> (-10.32%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `61.90% <50.00%> (-17.05%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `55.93% <50.00%> (-17.66%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `47.87% <0.00%> (-31.25%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1669 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4194943033
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `44 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.02%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c66d80`](https://app.codecov.io/gh/apache/hudi/commit/1c66d80fafdc65d3b9d1da227f17d56b1759da5c?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 15 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 25.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 75.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 65.02% -3.51%
+ Complexity 27968 25935 -2033
============================================
Files 2440 2417 -23
Lines 134456 131897 -2559
Branches 16226 15638 -588
============================================
- Hits 92138 85760 -6378
- Misses 35054 38870 +3816
- Partials 7264 7267 +3
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.54% <15.00%> (+0.20%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.84% <38.88%> (-0.15%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.84%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `41.84% <22.22%> (-6.93%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.84% <37.50%> (+0.19%)` | :arrow_up: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `0.00% <0.00%> (-38.36%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.16% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `67.02% <75.00%> (-12.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `72.82% <66.66%> (-1.35%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `73.58% <66.66%> (-0.89%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `77.77% <66.66%> (-1.17%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `72.88% <66.66%> (-0.71%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [549 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4202897519
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `3.02734%` with `993 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 45.88%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`27f97eb`](https://app.codecov.io/gh/apache/hudi/commit/27f97ebe0831610f07c664d9ce0f9ee312a7ae4f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [57 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (1582d60) and HEAD (27f97eb). Click for more details.
>
> <details><summary>HEAD has 16 uploads less than BASE</summary>
>
>| Flag | BASE (1582d60) | HEAD (27f97eb) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|5|
>|utilities|1|0|
>|common-and-other-modules|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.77% 45.88% -22.89%
+ Complexity 28119 16263 -11856
=============================================
Files 2451 2025 -426
Lines 134986 114716 -20270
Branches 16364 14783 -1581
=============================================
- Hits 92834 52639 -40195
- Misses 34807 56708 +21901
+ Partials 7345 5369 -1976
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.88% <34.78%> (+0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.75% <16.40%> (-13.12%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.17% <2.34%> (-14.31%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `48.96% <100.00%> (-26.17%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `54.50% <66.66%> (-16.49%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `48.40% <0.00%> (-31.17%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1560 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4202958761
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `36.23047%` with `653 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 63.92%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`27f97eb`](https://app.codecov.io/gh/apache/hudi/commit/27f97ebe0831610f07c664d9ce0f9ee312a7ae4f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [36 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 35.08% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [23 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 63.92% -4.86%
+ Complexity 28119 26513 -1606
============================================
Files 2451 2473 +22
Lines 134986 137618 +2632
Branches 16364 16924 +560
============================================
- Hits 92834 87969 -4865
- Misses 34807 41976 +7169
- Partials 7345 7673 +328
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.68%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.88% <34.78%> (+0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.53% <34.08%> (-13.33%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.35% <5.46%> (-1.13%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [460 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4095470845
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.89796%` with `638 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 43.69%. Comparing base ([`967e456`](https://app.codecov.io/gh/apache/hudi/commit/967e456cc4569e85d20724f49631eac73561c422?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`d4b5b60`](https://app.codecov.io/gh/apache/hudi/commit/d4b5b60395fc7c6cc1503d062f05361867432ee7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 32.18% | [50 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 35.71% | [29 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (967e456) and HEAD (d4b5b60). Click for more details.
>
> <details><summary>HEAD has 5 uploads less than BASE</summary>
>
>| Flag | BASE (967e456) | HEAD (d4b5b60) |
>|------|------|------|
>|spark-scala-tests|5|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
>|spark-client-hadoop-common|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 66.51% 43.69% -22.82%
+ Complexity 26636 14351 -12285
=============================================
Files 2427 1996 -431
Lines 132655 110413 -22242
Branches 15994 13935 -2059
=============================================
- Hits 88235 48247 -39988
- Misses 37454 56710 +19256
+ Partials 6966 5456 -1510
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (?)` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.64% <34.59%> (-12.88%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.25% <20.93%> (-11.90%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `51.54% <100.00%> (-22.55%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.71% <ø> (-2.45%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...atasources/HoodieSpark41PartitionedFileUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FHoodieSpark41PartitionedFileUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvSG9vZGllU3Bhcms0MVBhcnRpdGlvbmVkRmlsZVV0aWxzLnNjYWxh) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.75% <ø> (ø)` | |
| ... and [29 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1756 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4095597025
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `45.33469%` with `539 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.53%. Comparing base ([`967e456`](https://app.codecov.io/gh/apache/hudi/commit/967e456cc4569e85d20724f49631eac73561c422?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`d4b5b60`](https://app.codecov.io/gh/apache/hudi/commit/d4b5b60395fc7c6cc1503d062f05361867432ee7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 49.42% | [37 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 55.35% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [16 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 66.89% 65.53% -1.36%
+ Complexity 26796 26573 -223
============================================
Files 2427 2448 +21
Lines 132655 135204 +2549
Branches 15994 16540 +546
============================================
- Hits 88734 88605 -129
- Misses 36932 39345 +2413
- Partials 6989 7254 +265
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <2.70%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (?)` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.05% <40.26%> (+1.06%)` | :arrow_up: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.86% <38.74%> (-1.02%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.62% <2.70%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.22% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `78.37% <100.00%> (+2.62%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `76.92% <ø> (+2.50%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [367 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4095579250
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.98783%` with `572 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 63.52%. Comparing base ([`967e456`](https://app.codecov.io/gh/apache/hudi/commit/967e456cc4569e85d20724f49631eac73561c422?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`d4b5b60`](https://app.codecov.io/gh/apache/hudi/commit/d4b5b60395fc7c6cc1503d062f05361867432ee7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 49.42% | [37 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [16 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 66.76% 63.52% -3.24%
+ Complexity 26731 25824 -907
============================================
Files 2427 2448 +21
Lines 132655 135204 +2549
Branches 15994 16540 +546
============================================
- Hits 88562 85884 -2678
- Misses 37121 42170 +5049
- Partials 6972 7150 +178
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <2.70%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (?)` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `47.89% <36.00%> (-0.62%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.86% <38.74%> (-0.92%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.22% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+1.41%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `78.37% <100.00%> (+2.62%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `76.92% <ø> (+7.15%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [486 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4095574336
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.97363%` with `582 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 63.47%. Comparing base ([`967e456`](https://app.codecov.io/gh/apache/hudi/commit/967e456cc4569e85d20724f49631eac73561c422?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`d4b5b60`](https://app.codecov.io/gh/apache/hudi/commit/d4b5b60395fc7c6cc1503d062f05361867432ee7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 49.42% | [37 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 66.62% 63.47% -3.16%
+ Complexity 26664 25798 -866
============================================
Files 2427 2448 +21
Lines 132655 135204 +2549
Branches 15994 16540 +546
============================================
- Hits 88378 85815 -2563
- Misses 37336 42239 +4903
- Partials 6941 7150 +209
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <2.70%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (?)` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.61% <35.20%> (+0.10%)` | :arrow_up: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.86% <38.74%> (-1.43%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.22% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+1.41%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `78.37% <100.00%> (+2.62%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `69.23% <ø> (+18.06%)` | :arrow_up: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [488 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4196151255
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.67337%` with `650 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 52.87%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`51ac50a`](https://app.codecov.io/gh/apache/hudi/commit/51ac50a90c5167384db5ad43cc4cf2b4653d9ff7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 16 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 38.35% | [36 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 35.08% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (51ac50a). Click for more details.
>
> <details><summary>HEAD has 12 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (51ac50a) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|8|
>|common-and-other-modules|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 52.87% -15.66%
+ Complexity 27968 18386 -9582
=============================================
Files 2440 2024 -416
Lines 134456 114503 -19953
Branches 16226 14732 -1494
=============================================
- Hits 92138 60544 -31594
- Misses 35054 47833 +12779
+ Partials 7264 6126 -1138
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.99% <34.07%> (-12.78%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.17% <2.01%> (-14.48%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.22% <15.25%> (-0.14%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `54.12% <100.00%> (-20.49%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `54.93% <100.00%> (-19.25%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `16.17% <ø> (-65.77%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.75% <ø> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4196239876
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `43.41709%` with `563 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.29%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`51ac50a`](https://app.codecov.io/gh/apache/hudi/commit/51ac50a90c5167384db5ad43cc4cf2b4653d9ff7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 16 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.36% | [20 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 58.90% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 65.29% -3.24%
+ Complexity 27968 27031 -937
============================================
Files 2440 2472 +32
Lines 134456 137399 +2943
Branches 16226 16872 +646
============================================
- Hits 92138 89714 -2424
- Misses 35054 40118 +5064
- Partials 7264 7567 +303
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.43% <15.25%> (+0.09%)` | :arrow_up: |
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| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.38% <38.79%> (-5.39%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.29% <39.79%> (-1.36%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.22% <15.25%> (-0.14%)` | :arrow_down: |
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| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `73.19% <100.00%> (-1.42%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `58.36% <100.00%> (-15.81%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `42.64% <ø> (-39.30%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [396 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201530957
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `1.75781%` with `1006 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 31.76%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [57 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (1582d60) and HEAD (1c986a0). Click for more details.
>
> <details><summary>HEAD has 21 uploads less than BASE</summary>
>
>| Flag | BASE (1582d60) | HEAD (1c986a0) |
>|------|------|------|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|6|
>|utilities|1|0|
>|common-and-other-modules|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.77% 31.76% -37.01%
+ Complexity 28119 11448 -16671
=============================================
Files 2451 2025 -426
Lines 134986 114712 -20274
Branches 16364 14783 -1581
=============================================
- Hits 92834 36441 -56393
- Misses 34807 75028 +40221
+ Partials 7345 3243 -4102
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `13.27% <0.97%> (-35.59%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.53%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `1.06% <0.00%> (-78.51%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `40.00% <0.00%> (-29.24%)` | :arrow_down: |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1793 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201494428
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `12.12121%` with `87 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 18.02%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 10.71% | [22 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [14 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (1582d60) and HEAD (1c986a0). Click for more details.
>
> <details><summary>HEAD has 25 uploads less than BASE</summary>
>
>| Flag | BASE (1582d60) | HEAD (1c986a0) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|3|
>|utilities|1|0|
>|common-and-other-modules|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.77% 18.02% -50.75%
+ Complexity 28119 5486 -22633
=============================================
Files 2451 1975 -476
Lines 134986 109573 -25413
Branches 16364 13610 -2754
=============================================
- Hits 92834 19752 -73082
- Misses 34807 87977 +53170
+ Partials 7345 1844 -5501
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `6.97% <1.01%> (-41.89%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.53%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `1.06% <0.00%> (-78.51%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `33.33% <0.00%> (-35.90%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-71.00%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `0.00% <0.00%> (-75.61%)` | :arrow_down: |
| ... and [6 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [2087 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4193404738
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `13.63636%` with `57 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 18.50%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`5c1f7f2`](https://app.codecov.io/gh/apache/hudi/commit/5c1f7f2d08ebd9ede798eb75adf6be92910dcdab?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 14 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [14 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (5c1f7f2). Click for more details.
>
> <details><summary>HEAD has 26 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (5c1f7f2) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|2|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 18.50% -50.02%
+ Complexity 27968 5485 -22483
=============================================
Files 2440 1952 -488
Lines 134456 106666 -27790
Branches 16226 13001 -3225
=============================================
- Hits 92138 19742 -72396
- Misses 35054 85083 +50029
+ Partials 7264 1841 -5423
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.84%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `7.16% <1.51%> (-41.62%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.01%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `40.00% <0.00%> (-29.24%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-74.18%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `1.06% <0.00%> (-78.06%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `0.00% <0.00%> (-78.95%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-78.95%)` | :arrow_down: |
| ... and [3 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [2087 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4196182076
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.90452%` with `588 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 59.33%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`51ac50a`](https://app.codecov.io/gh/apache/hudi/commit/51ac50a90c5167384db5ad43cc4cf2b4653d9ff7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 16 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 45.61% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 58.90% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (51ac50a). Click for more details.
>
> <details><summary>HEAD has 7 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (51ac50a) |
>|------|------|------|
>|spark-java-tests|15|9|
>|common-and-other-modules|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 59.33% -9.20%
+ Complexity 27968 20678 -7290
============================================
Files 2440 2024 -416
Lines 134456 114503 -19953
Branches 16226 14732 -1494
============================================
- Hits 92138 67941 -24197
- Misses 35054 39938 +4884
+ Partials 7264 6624 -640
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.51% <34.07%> (-13.27%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.98% <39.59%> (-1.67%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.22% <15.25%> (-0.14%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `62.37% <100.00%> (-12.25%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `58.36% <100.00%> (-15.81%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `29.41% <ø> (-52.54%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1229 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201777763
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.79688%` with `596 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 63.87%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 45.61% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 63.87% -4.90%
+ Complexity 28119 26501 -1618
============================================
Files 2451 2473 +22
Lines 134986 137614 +2628
Branches 16364 16924 +560
============================================
- Hits 92834 87906 -4928
- Misses 34807 42021 +7214
- Partials 7345 7687 +342
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.54% <34.08%> (-13.32%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.52% <41.50%> (-0.96%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [492 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189393754
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `605 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.65%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`0e8f835`](https://app.codecov.io/gh/apache/hudi/commit/0e8f835f0ca6549e4620be4243252ded567cf63e?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 38.35% | [35 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (0e8f835). Click for more details.
>
> <details><summary>HEAD has 19 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (0e8f835) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|2|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 44.65% -23.87%
+ Complexity 27968 15454 -12514
=============================================
Files 2440 2019 -421
Lines 134456 114110 -20346
Branches 16226 14665 -1561
=============================================
- Hits 92138 50961 -41177
- Misses 35054 57390 +22336
+ Partials 7264 5759 -1505
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.27% <19.67%> (-15.51%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.39% <38.78%> (-13.26%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `48.96% <100.00%> (-25.65%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `50.00% <ø> (-31.95%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1643 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189402737
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `42.82828%` with `566 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 63.77%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`0e8f835`](https://app.codecov.io/gh/apache/hudi/commit/0e8f835f0ca6549e4620be4243252ded567cf63e?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 46.42% | [21 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 63.77% -4.76%
+ Complexity 27968 26321 -1647
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16805 +579
============================================
- Hits 92138 87372 -4766
- Misses 35054 42072 +7018
- Partials 7264 7565 +301
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.08% <34.04%> (-16.70%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.33% <42.72%> (-1.31%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.33% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `63.23% <ø> (-18.71%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [539 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189559678
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## CI report:
* 0e8f835f0ca6549e4620be4243252ded567cf63e Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13086)
* cbe7c163c80369bf61158ce494930e396daf70e4 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13088)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189629023
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `44 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.68%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`cbe7c16`](https://app.codecov.io/gh/apache/hudi/commit/cbe7c163c80369bf61158ce494930e396daf70e4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 25.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 75.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 65.68% -2.85%
+ Complexity 27968 26143 -1825
============================================
Files 2440 2417 -23
Lines 134456 131892 -2564
Branches 16226 15636 -590
============================================
- Hits 92138 86627 -5511
- Misses 35054 37856 +2802
- Partials 7264 7409 +145
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <15.00%> (+0.16%)` | :arrow_up: |
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| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.07% <20.83%> (-15.70%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.84% <37.50%> (+0.19%)` | :arrow_up: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <15.00%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `67.02% <75.00%> (-12.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `72.82% <66.66%> (-1.35%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `73.58% <66.66%> (-0.89%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `77.77% <66.66%> (-1.17%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `72.88% <66.66%> (-0.71%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187780122
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.17172%` with `523 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.99%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3d85b0a`](https://app.codecov.io/gh/apache/hudi/commit/3d85b0ae55f2f0108f85785a1070758892d6dce7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 66.99% -1.54%
+ Complexity 27968 27797 -171
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16805 +579
============================================
- Hits 92138 91789 -349
- Misses 35054 37728 +2674
- Partials 7264 7492 +228
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.02% <41.41%> (-0.76%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.98% <43.03%> (-0.67%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.35% <14.54%> (-0.01%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `80.88% <ø> (-1.07%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [220 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187763357
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.17172%` with `523 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.94%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3d85b0a`](https://app.codecov.io/gh/apache/hudi/commit/3d85b0ae55f2f0108f85785a1070758892d6dce7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 65.94% -2.58%
+ Complexity 27968 27359 -609
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16805 +579
============================================
- Hits 92138 90353 -1785
- Misses 35054 39109 +4055
- Partials 7264 7547 +283
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.43% <39.69%> (-4.34%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.98% <43.03%> (-0.67%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.35% <14.54%> (-0.01%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `80.88% <ø> (-1.07%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [336 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187912820
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.37374%` with `521 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.88%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3bc5655`](https://app.codecov.io/gh/apache/hudi/commit/3bc5655e54331dd166052d99528c2cd5e9d3f131?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 66.88% -1.65%
+ Complexity 27968 27728 -240
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16803 +577
============================================
- Hits 92138 91633 -505
- Misses 35054 37939 +2885
- Partials 7264 7437 +173
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.08% <42.42%> (-0.69%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.51% <40.70%> (-1.13%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `75.25% <100.00%> (+0.64%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `82.35% <ø> (+0.40%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [217 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187898108
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.37374%` with `521 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.85%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3bc5655`](https://app.codecov.io/gh/apache/hudi/commit/3bc5655e54331dd166052d99528c2cd5e9d3f131?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 65.85% -2.68%
+ Complexity 27968 27297 -671
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16803 +577
============================================
- Hits 92138 90227 -1911
- Misses 35054 39297 +4243
- Partials 7264 7485 +221
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.52% <41.01%> (-4.26%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.51% <40.70%> (-1.13%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `75.25% <100.00%> (+0.64%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `82.35% <ø> (+0.40%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [328 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317459616
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309496619
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `35.05355%` with `667 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 58.43%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`2320654`](https://app.codecov.io/gh/apache/hudi/commit/23206546ca3c05ffad334ab36014f1e9e4316be3?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [36 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 38.33% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [24 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (2320654). Click for more details.
>
> <details><summary>HEAD has 13 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (2320654) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|6|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 58.43% -10.44%
+ Complexity 28482 24476 -4006
=============================================
Files 2478 2499 +21
Lines 136699 139388 +2689
Branches 16634 17210 +576
=============================================
- Hits 94150 81450 -12700
- Misses 34980 50805 +15825
+ Partials 7569 7133 -436
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.05%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <34.78%> (-0.09%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.37%> (-27.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.84% <33.69%> (-17.61%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.03% <2.33%> (-14.29%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.68%> (-0.07%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.43% <100.00%> (-10.18%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `87.03% <100.00%> (-5.56%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.74% <ø> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [671 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316446158
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310299356
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `2.92113%` with `997 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 43.24%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`6d6af8f`](https://app.codecov.io/gh/apache/hudi/commit/6d6af8f8a095be2008d7332697b99fa16d1d5b0e?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 4 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (6d6af8f). Click for more details.
>
> <details><summary>HEAD has 21 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (6d6af8f) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 43.24% -25.63%
+ Complexity 28482 15332 -13150
=============================================
Files 2478 2038 -440
Lines 136699 115969 -20730
Branches 16634 15015 -1619
=============================================
- Hits 94150 50152 -43998
- Misses 34980 60432 +25452
+ Partials 7569 5385 -2184
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.38% <20.37%> (-0.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.78% <2.33%> (-14.54%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.11% <100.00%> (-37.50%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `50.64% <66.66%> (-20.36%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.90% <0.00%> (-35.41%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1606 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310438791
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `2.92113%` with `997 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 43.24%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`32e9f57`](https://app.codecov.io/gh/apache/hudi/commit/32e9f5726eb15baa694fd0ec75a7c68bd9f677a0?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (32e9f57). Click for more details.
>
> <details><summary>HEAD has 19 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (32e9f57) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|13|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 43.24% -25.64%
+ Complexity 28512 15330 -13182
=============================================
Files 2478 2039 -439
Lines 136805 115977 -20828
Branches 16662 15019 -1643
=============================================
- Hits 94229 50154 -44075
- Misses 34988 60434 +25446
+ Partials 7588 5389 -2199
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.69% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.38% <20.37%> (-0.10%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.78% <2.33%> (-14.50%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.11% <100.00%> (-37.50%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `50.64% <66.66%> (-20.36%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.90% <0.00%> (-35.41%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1604 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310467719
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.96689%` with `596 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.61%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`32e9f57`](https://app.codecov.io/gh/apache/hudi/commit/32e9f5726eb15baa694fd0ec75a7c68bd9f677a0?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 64.61% -4.28%
+ Complexity 28513 27209 -1304
============================================
Files 2478 2500 +22
Lines 136805 139396 +2591
Branches 16662 17214 +552
============================================
- Hits 94237 90069 -4168
- Misses 34980 41607 +6627
- Partials 7588 7720 +132
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.69% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.38% <20.37%> (-0.10%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.61% <33.67%> (-16.87%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.33% <41.57%> (-1.95%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.97% <20.68%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [374 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4315383497
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `4.28432%` with `983 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 61.25%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`495c732`](https://app.codecov.io/gh/apache/hudi/commit/495c732c1c193463404ae62a5692363dc357102c?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [27 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (495c732). Click for more details.
>
> <details><summary>HEAD has 14 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (495c732) |
>|------|------|------|
>|spark-scala-tests|10|8|
>|spark-java-tests|15|4|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 61.25% -7.63%
+ Complexity 28513 25795 -2718
============================================
Files 2478 2501 +23
Lines 136805 139426 +2621
Branches 16662 17213 +551
============================================
- Hits 94237 85405 -8832
- Misses 34980 46796 +11816
+ Partials 7588 7225 -363
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <20.37%> (-0.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.20% <23.13%> (-17.28%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `41.21% <3.11%> (-4.07%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `85.18% <100.00%> (-7.41%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `54.93% <66.66%> (-16.07%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `56.09% <0.00%> (-23.22%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [508 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316066209
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `4.08958%` with `985 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 57.07%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`4980c1c`](https://app.codecov.io/gh/apache/hudi/commit/4980c1c5b19d504775552014713e1e52ff5218ea?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [27 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (4980c1c). Click for more details.
>
> <details><summary>HEAD has 16 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (4980c1c) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|4|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 57.07% -11.82%
+ Complexity 28513 24085 -4428
=============================================
Files 2478 2501 +23
Lines 136805 139491 +2686
Branches 16662 17224 +562
=============================================
- Hits 94237 79613 -14624
- Misses 34980 53053 +18073
+ Partials 7588 6825 -763
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.68%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.37%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.24% <23.13%> (-17.24%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `29.64% <2.33%> (-15.64%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.43% <100.00%> (-10.18%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `54.93% <66.66%> (-16.07%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `46.34% <0.00%> (-32.97%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [665 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316303339
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.44596%` with `550 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.38%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`4980c1c`](https://app.codecov.io/gh/apache/hudi/commit/4980c1c5b19d504775552014713e1e52ff5218ea?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 67.38% -1.50%
+ Complexity 28513 28371 -142
============================================
Files 2478 2501 +23
Lines 136805 139491 +2686
Branches 16662 17224 +562
============================================
- Hits 94237 94000 -237
- Misses 34980 37976 +2996
+ Partials 7588 7515 -73
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.68%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.37%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.83% <42.35%> (-0.64%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.58% <41.77%> (-1.70%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `81.81% <ø> (-2.14%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [62 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308170462
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `12.12121%` with `87 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 17.96%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7be25ea`](https://app.codecov.io/gh/apache/hudi/commit/7be25ea61c38409535109d4cb93a20bccd7e2c44?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 10.71% | [22 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [14 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (7be25ea). Click for more details.
>
> <details><summary>HEAD has 25 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (7be25ea) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|3|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 17.96% -50.92%
+ Complexity 28482 5504 -22978
=============================================
Files 2478 1988 -490
Lines 136699 110705 -25994
Branches 16634 13806 -2828
=============================================
- Hits 94150 19884 -74266
- Misses 34980 88965 +53985
+ Partials 7569 1856 -5713
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.42% <20.37%> (-27.12%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `6.98% <1.01%> (-42.48%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.01%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.97% <0.00%> (-78.34%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `33.33% <0.00%> (-35.90%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-71.00%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `0.00% <0.00%> (-75.61%)` | :arrow_down: |
| ... and [6 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [2109 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309713735
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `33.33333%` with `36 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 53.60%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e25412e`](https://app.codecov.io/gh/apache/hudi/commit/e25412e978bbe154e7c263473efaf81e91824dcf?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 38.88% | [11 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (e25412e). Click for more details.
>
> <details><summary>HEAD has 27 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (e25412e) |
>|------|------|------|
>|spark-scala-tests|10|0|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 53.60% -15.27%
+ Complexity 28482 12292 -16190
=============================================
Files 2478 1430 -1048
Lines 136699 71668 -65031
Branches 16634 8132 -8502
=============================================
- Hits 94150 38421 -55729
+ Misses 34980 29793 -5187
+ Partials 7569 3454 -4115
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.09% <22.22%> (-0.46%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.01%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `57.40% <100.00%> (-35.19%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `17.07% <0.00%> (-62.24%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `33.33% <0.00%> (-35.90%)` | :arrow_down: |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `26.41% <38.88%> (-28.85%)` | :arrow_down: |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | `52.49% <32.14%> (-24.85%)` | :arrow_down: |
... and [1827 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4315407116
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## CI report:
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* a55d8b9dd6776bfdaeb6e6486c3d461489e060be UNKNOWN
* 44b2f073eddf8efc14714ab9ba4e11413c699b99 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13525)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310278628
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `1.64948%` with `954 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 26.42%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`6d6af8f`](https://app.codecov.io/gh/apache/hudi/commit/6d6af8f8a095be2008d7332697b99fa16d1d5b0e?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (6d6af8f). Click for more details.
>
> <details><summary>HEAD has 27 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (6d6af8f) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|1|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 26.42% -42.46%
+ Complexity 28482 8518 -19964
=============================================
Files 2478 1955 -523
Lines 136699 105953 -30746
Branches 16634 12822 -3812
=============================================
- Hits 94150 27993 -66157
- Misses 34980 74898 +39918
+ Partials 7569 3062 -4507
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `0.00% <0.00%> (-45.33%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-74.62%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.00% <0.00%> (-79.32%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `0.00% <0.00%> (-69.24%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-71.00%)` | :arrow_down: |
| ... and [24 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [2007 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310433315
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `2.25269%` with `998 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 36.70%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`32e9f57`](https://app.codecov.io/gh/apache/hudi/commit/32e9f5726eb15baa694fd0ec75a7c68bd9f677a0?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (32e9f57). Click for more details.
>
> <details><summary>HEAD has 22 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (32e9f57) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|4|
>|spark-java-tests|13|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 36.70% -32.18%
+ Complexity 28512 12326 -16186
=============================================
Files 2478 2021 -457
Lines 136805 113589 -23216
Branches 16662 14501 -2161
=============================================
- Hits 94229 41696 -52533
- Misses 34988 66867 +31879
+ Partials 7588 5026 -2562
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.69% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.48% <1.66%> (-14.80%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `36.08% <100.00%> (-38.53%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `55.55% <0.00%> (-37.04%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `50.64% <66.66%> (-20.36%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.41% <0.00%> (-35.90%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1829 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310420300
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `1.64948%` with `954 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 26.37%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`32e9f57`](https://app.codecov.io/gh/apache/hudi/commit/32e9f5726eb15baa694fd0ec75a7c68bd9f677a0?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (32e9f57). Click for more details.
>
> <details><summary>HEAD has 25 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (32e9f57) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|1|
>|spark-java-tests|13|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 26.37% -42.51%
+ Complexity 28512 8494 -20018
=============================================
Files 2478 1956 -522
Lines 136805 105961 -30844
Branches 16662 12826 -3836
=============================================
- Hits 94229 27950 -66279
- Misses 34988 74958 +39970
+ Partials 7588 3053 -4535
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.69% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `0.00% <0.00%> (-45.29%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-74.62%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.00% <0.00%> (-79.32%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `0.00% <0.00%> (-69.24%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-71.00%)` | :arrow_down: |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310989091
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `39.14314%` with `625 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 52.74%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`44b2f07`](https://app.codecov.io/gh/apache/hudi/commit/44b2f073eddf8efc14714ab9ba4e11413c699b99?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 39.47% | [28 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 39.18% | [35 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 13.63% | [11 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (44b2f07). Click for more details.
>
> <details><summary>HEAD has 16 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (44b2f07) |
>|------|------|------|
>|spark-scala-tests|10|8|
>|spark-java-tests|15|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 52.74% -16.15%
+ Complexity 28513 18595 -9918
=============================================
Files 2478 2039 -439
Lines 136805 115978 -20827
Branches 16662 15019 -1643
=============================================
- Hits 94237 61168 -33069
- Misses 34980 48526 +13546
+ Partials 7588 6284 -1304
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.38% <20.37%> (-0.10%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.58% <33.69%> (-16.90%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `41.70% <33.10%> (-3.58%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `57.73% <100.00%> (-16.88%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `58.04% <100.00%> (-21.27%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `85.18% <100.00%> (-7.41%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `45.45% <ø> (-38.50%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1384 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310957444
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## CI report:
* b7bc4f56f6103de63957cb11acb5714888fa51b5 UNKNOWN
* a55d8b9dd6776bfdaeb6e6486c3d461489e060be UNKNOWN
* 32e9f5726eb15baa694fd0ec75a7c68bd9f677a0 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13522)
* 44b2f073eddf8efc14714ab9ba4e11413c699b99 UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316176381
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `45.95910%` with `555 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.48%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`4980c1c`](https://app.codecov.io/gh/apache/hudi/commit/4980c1c5b19d504775552014713e1e52ff5218ea?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 66.48% -2.40%
+ Complexity 28513 27992 -521
============================================
Files 2478 2501 +23
Lines 136805 139491 +2686
Branches 16662 17224 +562
============================================
- Hits 94237 92740 -1497
- Misses 34980 39203 +4223
+ Partials 7588 7548 -40
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.68%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.37%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.05% <39.72%> (-4.43%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.58% <41.77%> (-1.70%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `64.93% <ø> (-19.02%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [184 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308117328
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* 7be25ea61c38409535109d4cb93a20bccd7e2c44 UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308489912
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* 27f97ebe0831610f07c664d9ce0f9ee312a7ae4f Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13138)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309615562
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## CI report:
* b7bc4f56f6103de63957cb11acb5714888fa51b5 UNKNOWN
* 23206546ca3c05ffad334ab36014f1e9e4316be3 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13507)
* e25412e978bbe154e7c263473efaf81e91824dcf UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309951001
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `1.63265%` with `964 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 25.77%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7f9dd8d`](https://app.codecov.io/gh/apache/hudi/commit/7f9dd8da886682deaabe89dcdfb5332aa8918b27?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [23 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (7f9dd8d). Click for more details.
>
> <details><summary>HEAD has 26 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (7f9dd8d) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|2|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 25.77% -43.10%
+ Complexity 28482 8514 -19968
=============================================
Files 2478 1982 -496
Lines 136699 108566 -28133
Branches 16634 13375 -3259
=============================================
- Hits 94150 27986 -66164
- Misses 34980 77516 +42536
+ Partials 7569 3064 -4505
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `0.00% <0.00%> (-45.33%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-74.62%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.00% <0.00%> (-79.32%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `0.00% <0.00%> (-69.24%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-71.00%)` | :arrow_down: |
| ... and [26 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [2002 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4315490148
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.54333%` with `549 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.99%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`495c732`](https://app.codecov.io/gh/apache/hudi/commit/495c732c1c193463404ae62a5692363dc357102c?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 66.99% -1.89%
+ Complexity 28513 28160 -353
============================================
Files 2478 2501 +23
Lines 136805 139426 +2621
Branches 16662 17213 +551
============================================
- Hits 94237 93410 -827
- Misses 34980 38554 +3574
+ Partials 7588 7462 -126
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <20.37%> (-0.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.67% <41.09%> (-0.81%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `42.33% <41.57%> (-2.96%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.68%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `75.55% <100.00%> (-0.06%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `81.81% <ø> (-2.14%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [96 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316215040
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.44596%` with `550 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.38%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`4980c1c`](https://app.codecov.io/gh/apache/hudi/commit/4980c1c5b19d504775552014713e1e52ff5218ea?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 67.38% -1.50%
+ Complexity 28513 28370 -143
============================================
Files 2478 2501 +23
Lines 136805 139491 +2686
Branches 16662 17224 +562
============================================
- Hits 94237 93995 -242
- Misses 34980 37979 +2999
+ Partials 7588 7517 -71
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.68%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.37%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.73% <40.99%> (-0.75%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.58% <41.77%> (-1.70%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `81.81% <ø> (-2.14%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [62 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316198643
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `45.95910%` with `555 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.48%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`4980c1c`](https://app.codecov.io/gh/apache/hudi/commit/4980c1c5b19d504775552014713e1e52ff5218ea?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 66.48% -2.40%
+ Complexity 28513 27992 -521
============================================
Files 2478 2501 +23
Lines 136805 139491 +2686
Branches 16662 17224 +562
============================================
- Hits 94237 92742 -1495
- Misses 34980 39202 +4222
+ Partials 7588 7547 -41
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.68%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.37%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.06% <39.72%> (-4.42%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.58% <41.77%> (-1.70%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `64.93% <ø> (-19.02%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [182 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317164452
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.44358%` with `530 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.09%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`41309af`](https://app.codecov.io/gh/apache/hudi/commit/41309af5cbb38df6d1f4b147242dcfe732815433?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 6 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 68.09% -0.80%
- Complexity 28513 28759 +246
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17227 +565
============================================
+ Hits 94237 94989 +752
- Misses 34980 36736 +1756
- Partials 7588 7773 +185
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.45%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.42% <20.00%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.73% <41.05%> (-0.75%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <43.67%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.45%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
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... and [33 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316707441
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `37.15953%` with `646 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.07%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`560e41d`](https://app.codecov.io/gh/apache/hudi/commit/560e41d47a81043fc5f393211612f805dac959f8?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [35 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [24 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (560e41d). Click for more details.
>
> <details><summary>HEAD has 21 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (560e41d) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 44.07% -24.81%
+ Complexity 28513 15639 -12874
=============================================
Files 2478 2040 -438
Lines 136805 116070 -20735
Branches 16662 15032 -1630
=============================================
- Hits 94237 51160 -43077
- Misses 34980 59403 +24423
+ Partials 7588 5507 -2081
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.00%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.64% <36.57%> (-13.64%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.94% <100.00%> (-36.67%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `29.87% <ø> (-54.09%)` | :arrow_down: |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `10.78% <ø> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1581 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316715962
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `39.39689%` with `623 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 47.13%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`560e41d`](https://app.codecov.io/gh/apache/hudi/commit/560e41d47a81043fc5f393211612f805dac959f8?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [23 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (560e41d). Click for more details.
>
> <details><summary>HEAD has 16 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (560e41d) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|5|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 47.13% -21.75%
+ Complexity 28513 16658 -11855
=============================================
Files 2478 2040 -438
Lines 136805 116070 -20735
Branches 16662 15032 -1630
=============================================
- Hits 94237 54710 -39527
- Misses 34980 55577 +20597
+ Partials 7588 5783 -1805
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.00%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.84% <33.65%> (-17.63%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.64% <36.57%> (-13.64%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.74% <100.00%> (-24.87%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `32.46% <ø> (-51.49%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1527 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316778557
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.78988%` with `547 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.92%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`560e41d`](https://app.codecov.io/gh/apache/hudi/commit/560e41d47a81043fc5f393211612f805dac959f8?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 66.92% -1.96%
+ Complexity 28513 28204 -309
============================================
Files 2478 2501 +23
Lines 136805 139492 +2687
Branches 16662 17227 +565
============================================
- Hits 94237 93355 -882
- Misses 34980 38442 +3462
- Partials 7588 7695 +107
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.45%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.00%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <39.78%> (-4.61%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.15% <41.34%> (-1.14%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.95% <20.45%> (-0.04%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.66% <100.00%> (-0.41%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `67.53% <ø> (-16.42%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [173 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316967069
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
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## CI report:
* b7bc4f56f6103de63957cb11acb5714888fa51b5 UNKNOWN
* a55d8b9dd6776bfdaeb6e6486c3d461489e060be UNKNOWN
* 4980c1c5b19d504775552014713e1e52ff5218ea Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13564)
* 9a28a1a1cad26a4284f688ba1a585b58a3134e2b UNKNOWN
* e67db99168a3372561003696147fed760ab66790 UNKNOWN
* 8f4824843da1076d23d63919a8738742b61f17d5 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13569)
* 560e41d47a81043fc5f393211612f805dac959f8 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13573)
* 0910f4531bccd2fd98b60cb34b0d4c8682ab3a8b UNKNOWN
* 00e093f11cf6ac0688fbc8c0b60e45b04e00fc4f UNKNOWN
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<details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317105035
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.46693%` with `612 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 47.36%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`41309af`](https://app.codecov.io/gh/apache/hudi/commit/41309af5cbb38df6d1f4b147242dcfe732815433?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 6 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (41309af). Click for more details.
>
> <details><summary>HEAD has 18 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (41309af) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 47.36% -21.53%
+ Complexity 28513 16769 -11744
=============================================
Files 2478 2040 -438
Lines 136805 116076 -20729
Branches 16662 15032 -1630
=============================================
- Hits 94237 54978 -39259
- Misses 34980 55204 +20224
+ Partials 7588 5894 -1694
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.42% <20.00%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.54% <33.66%> (-16.94%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.18% <38.81%> (-13.10%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.74% <100.00%> (-24.87%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317668237
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.49368%` with `530 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.26%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7424bea`](https://app.codecov.io/gh/apache/hudi/commit/7424beacec8f30da2a82255b9aa0920e5fdee8c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 7 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 66.26% -2.62%
+ Complexity 28513 27934 -579
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
- Hits 94237 92441 -1796
- Misses 34980 39127 +4147
- Partials 7588 7930 +342
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <34.78%> (+0.06%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.00%> (-27.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.35% <41.01%> (-4.12%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <43.63%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.22%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [283 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317984361
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.88533%` with `598 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 62.94%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`a1f4169`](https://app.codecov.io/gh/apache/hudi/commit/a1f4169f0c8b0c3794d347927e8d72011a9d9568?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 8 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (a1f4169). Click for more details.
>
> <details><summary>HEAD has 10 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (a1f4169) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|9|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 62.94% -5.94%
+ Complexity 28513 26505 -2008
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
- Hits 94237 87813 -6424
- Misses 34980 44465 +9485
+ Partials 7588 7220 -368
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.03%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.18% <25.45%> (-0.30%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.09% <36.15%> (-4.39%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.19% <38.77%> (-13.10%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.22%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `67.17% <100.00%> (-7.44%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `75.55% <100.00%> (-0.06%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `83.11% <ø> (-0.84%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [359 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317971608
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.81633%` with `609 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 60.40%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`a1f4169`](https://app.codecov.io/gh/apache/hudi/commit/a1f4169f0c8b0c3794d347927e8d72011a9d9568?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 8 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (a1f4169). Click for more details.
>
> <details><summary>HEAD has 13 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (a1f4169) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|6|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 60.40% -8.49%
+ Complexity 28513 25465 -3048
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
- Hits 94237 84260 -9977
- Misses 34980 48034 +13054
+ Partials 7588 7204 -384
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.03%)` | :arrow_down: |
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| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.18% <25.45%> (-0.30%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.80% <33.62%> (-17.68%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.19% <38.77%> (-13.10%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.22%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.61% <100.00%> (-10.00%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [543 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4318089177
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.59086%` with `529 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.11%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`a1f4169`](https://app.codecov.io/gh/apache/hudi/commit/a1f4169f0c8b0c3794d347927e8d72011a9d9568?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 8 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
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<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 68.11% -0.78%
- Complexity 28513 28754 +241
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
+ Hits 94237 95013 +776
- Misses 34980 36717 +1737
- Partials 7588 7768 +180
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.03%)` | :arrow_down: |
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| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.18% <25.45%> (-0.30%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.86% <42.37%> (-0.62%)` | :arrow_down: |
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| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.22%> (-0.02%)` | :arrow_down: |
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "yihua (via GitHub)" <gi...@apache.org>.
yihua commented on code in PR #17674:
URL: https://github.com/apache/hudi/pull/17674#discussion_r3144443502
##########
hudi-common/src/main/java/org/apache/hudi/avro/HoodieAvroUtils.java:
##########
@@ -660,7 +660,28 @@ public static Object convertValueForSpecificDataTypes(Schema fieldSchema,
return null;
}
- return convertValueForAvroLogicalTypes(AvroSchemaUtils.getNonNullTypeFromUnion(fieldSchema), fieldValue, consistentLogicalTimestampEnabled);
+ // Avro 1.12.1 may return java.time types (Instant, LocalDate) instead of raw Long/Integer.
+ // Normalize them back to primitives before further processing to ensure consistent types.
+ Object normalizedValue = normalizeAvroLogicalTypeValue(fieldValue);
+ return convertValueForAvroLogicalTypes(AvroSchemaUtils.getNonNullTypeFromUnion(fieldSchema), normalizedValue, consistentLogicalTimestampEnabled);
+ }
+
+ /**
+ * Normalizes values returned by Avro 1.12.1's ConvertingGenericData back to raw primitives.
+ * Avro 1.12.1 automatically converts logical types to java.time objects, but Hudi expects
+ * the raw Long/Integer values internally.
+ */
+ private static Object normalizeAvroLogicalTypeValue(Object value) {
Review Comment:
Need to revisit this change.
##########
hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/HoodieStreamingSink.scala:
##########
@@ -323,7 +323,11 @@ class HoodieStreamingSink(sqlContext: SQLContext,
}
object HoodieStreamingSink {
-
+ // This key is defined by StreamExecution.QUERY_ID_KEY
+ // Spark 4.1 moves the StreamExecution class from `org.apache.spark.sql.execution.streaming`
+ // to `org.apache.spark.sql.execution.streaming.runtime`, so to maintain compatibility with
+ // different Spark versions, we define the key here
+ val QUERY_ID_KEY = "sql.streaming.queryId"
Review Comment:
nit: Good to add validation in a test that `StreamExecution.QUERY_ID_KEY` has same String value as `HoodieStreamingSink.QUERY_ID_KEY`.
##########
hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/spark/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala:
##########
@@ -191,12 +191,14 @@ case class ResolveReferences(spark: SparkSession) extends Rule[LogicalPlan]
m
case _ =>
+ val catalystPlanUtils = sparkAdapter.getCatalystPlanUtils
val newMatchedActions = m.matchedActions.map {
case DeleteAction(deleteCondition) =>
val resolvedDeleteCondition = deleteCondition.map(
resolveExpressionByPlanChildren(_, m))
DeleteAction(resolvedDeleteCondition)
- case UpdateAction(updateCondition, assignments) =>
+ case action if catalystPlanUtils.unapplyUpdateAction(action).isDefined =>
Review Comment:
We can fix this.
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323893204
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `31.52174%` with `63 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 46.08%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 50.00% | [9 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 66.66% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (eba6217). Click for more details.
>
> <details><summary>HEAD has 25 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (eba6217) |
>|------|------|------|
>|spark-scala-tests|10|2|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 46.08% -22.82%
+ Complexity 28581 15291 -13290
=============================================
Files 2482 1974 -508
Lines 137053 108709 -28344
Branches 16713 13458 -3255
=============================================
- Hits 94436 50101 -44335
- Misses 35009 53387 +18378
+ Partials 7608 5221 -2387
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.73% <22.82%> (-12.50%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.94% <100.00%> (-36.67%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `51.07% <66.66%> (-19.93%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `46.66% <0.00%> (-22.57%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `54.71% <50.00%> (-19.76%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `55.93% <50.00%> (-17.66%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1615 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323942877
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.31707%` with `540 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.16%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 59.32% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [18 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 67.16% -1.74%
+ Complexity 28581 28387 -194
============================================
Files 2482 2503 +21
Lines 137053 139637 +2584
Branches 16713 17263 +550
============================================
- Hits 94436 93793 -643
- Misses 35009 38076 +3067
- Partials 7608 7768 +160
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <19.76%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.06% <39.70%> (-4.45%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.60% <42.82%> (-0.63%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <19.76%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `72.72% <ø> (-11.23%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [151 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324107504
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.32096%` with `595 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 57.82%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`91871e2`](https://app.codecov.io/gh/apache/hudi/commit/91871e2b185c583ced770a0660a825adbe76a421?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.45% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (91871e2). Click for more details.
>
> <details><summary>HEAD has 17 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (91871e2) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|3|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 57.82% -11.09%
+ Complexity 28581 24494 -4087
=============================================
Files 2482 2513 +31
Lines 137053 139815 +2762
Branches 16713 17279 +566
=============================================
- Hits 94436 80846 -13590
- Misses 35009 51909 +16900
+ Partials 7608 7060 -548
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.31% <13.79%> (-0.07%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <38.88%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.51% <34.21%> (-17.00%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.15% <39.01%> (-13.08%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.61% <100.00%> (-10.00%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "yihua (via GitHub)" <gi...@apache.org>.
yihua commented on code in PR #17674:
URL: https://github.com/apache/hudi/pull/17674#discussion_r3145012656
##########
hudi-spark-datasource/hudi-spark4.1.x/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/Spark41LegacyHoodieParquetFileFormat.scala:
##########
@@ -0,0 +1,474 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.sql.execution.datasources.parquet
+
+import org.apache.hudi.client.utils.SparkInternalSchemaConverter
+import org.apache.hudi.common.fs.FSUtils
+import org.apache.hudi.common.table.timeline.TimelineLayout
+import org.apache.hudi.common.table.timeline.versioning.TimelineLayoutVersion
+import org.apache.hudi.common.util.InternalSchemaCache
+import org.apache.hudi.common.util.StringUtils.isNullOrEmpty
+import org.apache.hudi.common.util.collection.Pair
+import org.apache.hudi.internal.schema.InternalSchema
+import org.apache.hudi.internal.schema.action.InternalSchemaMerger
+import org.apache.hudi.internal.schema.utils.{InternalSchemaUtils, SerDeHelper}
+import org.apache.hudi.storage.hadoop.HoodieHadoopStorage
+
+import org.apache.hadoop.conf.Configuration
+import org.apache.hadoop.mapred.FileSplit
+import org.apache.hadoop.mapreduce.{JobID, TaskAttemptID, TaskID, TaskType}
+import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl
+import org.apache.parquet.filter2.compat.FilterCompat
+import org.apache.parquet.filter2.predicate.FilterApi
+import org.apache.parquet.hadoop.{ParquetInputFormat, ParquetRecordReader}
+import org.apache.spark.TaskContext
+import org.apache.spark.sql.SparkSession
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.catalyst.expressions.{Cast, JoinedRow}
+import org.apache.spark.sql.catalyst.expressions.codegen.GenerateUnsafeProjection
+import org.apache.spark.sql.catalyst.types.DataTypeUtils
+import org.apache.spark.sql.catalyst.util.DateTimeUtils
+import org.apache.spark.sql.execution.WholeStageCodegenExec
+import org.apache.spark.sql.execution.datasources.{DataSourceUtils, PartitionedFile, RecordReaderIterator}
+import org.apache.spark.sql.execution.datasources.parquet.Spark41LegacyHoodieParquetFileFormat._
+import org.apache.spark.sql.internal.SQLConf
+import org.apache.spark.sql.sources._
+import org.apache.spark.sql.types.{AtomicType, DataType, StructField, StructType}
+import org.apache.spark.util.{SerializableConfiguration, Utils}
+
+import java.util.concurrent.atomic.AtomicBoolean
+
+import scala.collection.convert.ImplicitConversions.`collection AsScalaIterable`
+
+/**
+ * This class is an extension of [[ParquetFileFormat]] overriding Spark-specific behavior
+ * that's not possible to customize in any other way
+ *
+ * NOTE: This is a version of [[AvroDeserializer]] impl from Spark 3.2.1 w/ w/ the following changes applied to it:
+ * <ol>
+ * <li>Avoiding appending partition values to the rows read from the data file</li>
+ * <li>Schema on-read</li>
+ * </ol>
+ */
+class Spark41LegacyHoodieParquetFileFormat(private val shouldAppendPartitionValues: Boolean) extends ParquetFileFormat {
+
+ def supportsColumnar(sparkSession: SparkSession, schema: StructType): Boolean = {
+ val conf = getSqlConf(sparkSession)
+ // Only output columnar if there is WSCG to read it.
+ val requiredWholeStageCodegenSettings =
+ conf.wholeStageEnabled && !WholeStageCodegenExec.isTooManyFields(conf, schema)
+ requiredWholeStageCodegenSettings &&
+ supportBatch(sparkSession, schema)
+ }
+
+ override def buildReaderWithPartitionValues(sparkSession: SparkSession,
+ dataSchema: StructType,
+ partitionSchema: StructType,
+ requiredSchema: StructType,
+ filters: Seq[Filter],
+ options: Map[String, String],
+ hadoopConf: Configuration): PartitionedFile => Iterator[InternalRow] = {
+ val sqlConf = getSqlConf(sparkSession)
+ hadoopConf.set(ParquetInputFormat.READ_SUPPORT_CLASS, classOf[ParquetReadSupport].getName)
+ hadoopConf.set(
+ ParquetReadSupport.SPARK_ROW_REQUESTED_SCHEMA,
+ requiredSchema.json)
+ hadoopConf.set(
+ ParquetWriteSupport.SPARK_ROW_SCHEMA,
+ requiredSchema.json)
+ hadoopConf.set(
+ SQLConf.SESSION_LOCAL_TIMEZONE.key,
+ sqlConf.sessionLocalTimeZone)
+ hadoopConf.setBoolean(
+ SQLConf.NESTED_SCHEMA_PRUNING_ENABLED.key,
+ sqlConf.nestedSchemaPruningEnabled)
+ hadoopConf.setBoolean(
+ SQLConf.CASE_SENSITIVE.key,
+ sqlConf.caseSensitiveAnalysis)
+
+ ParquetWriteSupport.setSchema(requiredSchema, hadoopConf)
+
+ // Sets flags for `ParquetToSparkSchemaConverter`
+ hadoopConf.setBoolean(
+ SQLConf.PARQUET_BINARY_AS_STRING.key,
+ sqlConf.isParquetBinaryAsString)
+ hadoopConf.setBoolean(
+ SQLConf.PARQUET_INT96_AS_TIMESTAMP.key,
+ sqlConf.isParquetINT96AsTimestamp)
+ // Using string value of this conf to preserve compatibility across spark versions.
+ hadoopConf.setBoolean(
+ SQLConf.LEGACY_PARQUET_NANOS_AS_LONG.key,
+ sqlConf.getConfString(
+ SQLConf.LEGACY_PARQUET_NANOS_AS_LONG.key,
+ SQLConf.LEGACY_PARQUET_NANOS_AS_LONG.defaultValueString).toBoolean
+ )
+ hadoopConf.setBoolean(SQLConf.PARQUET_INFER_TIMESTAMP_NTZ_ENABLED.key, sqlConf.parquetInferTimestampNTZEnabled)
+ hadoopConf.setBoolean(SQLConf.LEGACY_PARQUET_NANOS_AS_LONG.key, sqlConf.legacyParquetNanosAsLong)
+ val internalSchemaStr = hadoopConf.get(SparkInternalSchemaConverter.HOODIE_QUERY_SCHEMA)
+ // For Spark DataSource v1, there's no Physical Plan projection/schema pruning w/in Spark itself,
+ // therefore it's safe to do schema projection here
+ if (!isNullOrEmpty(internalSchemaStr)) {
+ val prunedInternalSchemaStr =
+ pruneInternalSchema(internalSchemaStr, requiredSchema)
+ hadoopConf.set(SparkInternalSchemaConverter.HOODIE_QUERY_SCHEMA, prunedInternalSchemaStr)
+ }
+
+ val broadcastedHadoopConf =
+ SerializableConfiguration.broadcast(sparkSession.sparkContext, hadoopConf)
+
+ // TODO: if you move this into the closure it reverts to the default values.
+ // If true, enable using the custom RecordReader for parquet. This only works for
+ // a subset of the types (no complex types).
+ val resultSchema = StructType(partitionSchema.fields ++ requiredSchema.fields)
+ val enableOffHeapColumnVector = sqlConf.offHeapColumnVectorEnabled
+ val enableVectorizedReader: Boolean = supportBatch(sparkSession, resultSchema)
+ val enableRecordFilter: Boolean = sqlConf.parquetRecordFilterEnabled
+ val timestampConversion: Boolean = sqlConf.isParquetINT96TimestampConversion
+ val capacity = sqlConf.parquetVectorizedReaderBatchSize
+ val enableParquetFilterPushDown: Boolean = sqlConf.parquetFilterPushDown
+ val pushDownDate = sqlConf.parquetFilterPushDownDate
+ val pushDownTimestamp = sqlConf.parquetFilterPushDownTimestamp
+ val pushDownDecimal = sqlConf.parquetFilterPushDownDecimal
+ val pushDownStringStartWith = sqlConf.parquetFilterPushDownStringPredicate
+ val pushDownInFilterThreshold = sqlConf.parquetFilterPushDownInFilterThreshold
+ val isCaseSensitive = sqlConf.caseSensitiveAnalysis
+ val parquetOptions = new ParquetOptions(options, sqlConf)
+ val datetimeRebaseModeInRead = parquetOptions.datetimeRebaseModeInRead
+ val int96RebaseModeInRead = parquetOptions.int96RebaseModeInRead
+ val timeZoneId = Option(sqlConf.sessionLocalTimeZone)
+ // Should always be set by FileSourceScanExec creating this.
+ // Check conf before checking option, to allow working around an issue by changing conf.
+ val returningBatch = sqlConf.parquetVectorizedReaderEnabled &&
Review Comment:
Existing code. Ignore for now.
##########
hudi-spark-datasource/hudi-spark4.1.x/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/Spark41LegacyHoodieParquetFileFormat.scala:
##########
@@ -0,0 +1,474 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.sql.execution.datasources.parquet
+
+import org.apache.hudi.client.utils.SparkInternalSchemaConverter
+import org.apache.hudi.common.fs.FSUtils
+import org.apache.hudi.common.table.timeline.TimelineLayout
+import org.apache.hudi.common.table.timeline.versioning.TimelineLayoutVersion
+import org.apache.hudi.common.util.InternalSchemaCache
+import org.apache.hudi.common.util.StringUtils.isNullOrEmpty
+import org.apache.hudi.common.util.collection.Pair
+import org.apache.hudi.internal.schema.InternalSchema
+import org.apache.hudi.internal.schema.action.InternalSchemaMerger
+import org.apache.hudi.internal.schema.utils.{InternalSchemaUtils, SerDeHelper}
+import org.apache.hudi.storage.hadoop.HoodieHadoopStorage
+
+import org.apache.hadoop.conf.Configuration
+import org.apache.hadoop.mapred.FileSplit
+import org.apache.hadoop.mapreduce.{JobID, TaskAttemptID, TaskID, TaskType}
+import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl
+import org.apache.parquet.filter2.compat.FilterCompat
+import org.apache.parquet.filter2.predicate.FilterApi
+import org.apache.parquet.hadoop.{ParquetInputFormat, ParquetRecordReader}
+import org.apache.spark.TaskContext
+import org.apache.spark.sql.SparkSession
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.catalyst.expressions.{Cast, JoinedRow}
+import org.apache.spark.sql.catalyst.expressions.codegen.GenerateUnsafeProjection
+import org.apache.spark.sql.catalyst.types.DataTypeUtils
+import org.apache.spark.sql.catalyst.util.DateTimeUtils
+import org.apache.spark.sql.execution.WholeStageCodegenExec
+import org.apache.spark.sql.execution.datasources.{DataSourceUtils, PartitionedFile, RecordReaderIterator}
+import org.apache.spark.sql.execution.datasources.parquet.Spark41LegacyHoodieParquetFileFormat._
+import org.apache.spark.sql.internal.SQLConf
+import org.apache.spark.sql.sources._
+import org.apache.spark.sql.types.{AtomicType, DataType, StructField, StructType}
+import org.apache.spark.util.{SerializableConfiguration, Utils}
+
+import java.util.concurrent.atomic.AtomicBoolean
+
+import scala.collection.convert.ImplicitConversions.`collection AsScalaIterable`
+
+/**
+ * This class is an extension of [[ParquetFileFormat]] overriding Spark-specific behavior
+ * that's not possible to customize in any other way
+ *
+ * NOTE: This is a version of [[AvroDeserializer]] impl from Spark 3.2.1 w/ w/ the following changes applied to it:
+ * <ol>
+ * <li>Avoiding appending partition values to the rows read from the data file</li>
+ * <li>Schema on-read</li>
+ * </ol>
+ */
+class Spark41LegacyHoodieParquetFileFormat(private val shouldAppendPartitionValues: Boolean) extends ParquetFileFormat {
+
+ def supportsColumnar(sparkSession: SparkSession, schema: StructType): Boolean = {
+ val conf = getSqlConf(sparkSession)
+ // Only output columnar if there is WSCG to read it.
+ val requiredWholeStageCodegenSettings =
+ conf.wholeStageEnabled && !WholeStageCodegenExec.isTooManyFields(conf, schema)
+ requiredWholeStageCodegenSettings &&
+ supportBatch(sparkSession, schema)
+ }
+
+ override def buildReaderWithPartitionValues(sparkSession: SparkSession,
+ dataSchema: StructType,
+ partitionSchema: StructType,
+ requiredSchema: StructType,
+ filters: Seq[Filter],
+ options: Map[String, String],
+ hadoopConf: Configuration): PartitionedFile => Iterator[InternalRow] = {
+ val sqlConf = getSqlConf(sparkSession)
+ hadoopConf.set(ParquetInputFormat.READ_SUPPORT_CLASS, classOf[ParquetReadSupport].getName)
+ hadoopConf.set(
+ ParquetReadSupport.SPARK_ROW_REQUESTED_SCHEMA,
+ requiredSchema.json)
+ hadoopConf.set(
+ ParquetWriteSupport.SPARK_ROW_SCHEMA,
+ requiredSchema.json)
+ hadoopConf.set(
+ SQLConf.SESSION_LOCAL_TIMEZONE.key,
+ sqlConf.sessionLocalTimeZone)
+ hadoopConf.setBoolean(
+ SQLConf.NESTED_SCHEMA_PRUNING_ENABLED.key,
+ sqlConf.nestedSchemaPruningEnabled)
+ hadoopConf.setBoolean(
+ SQLConf.CASE_SENSITIVE.key,
+ sqlConf.caseSensitiveAnalysis)
+
+ ParquetWriteSupport.setSchema(requiredSchema, hadoopConf)
+
+ // Sets flags for `ParquetToSparkSchemaConverter`
+ hadoopConf.setBoolean(
+ SQLConf.PARQUET_BINARY_AS_STRING.key,
+ sqlConf.isParquetBinaryAsString)
+ hadoopConf.setBoolean(
+ SQLConf.PARQUET_INT96_AS_TIMESTAMP.key,
+ sqlConf.isParquetINT96AsTimestamp)
+ // Using string value of this conf to preserve compatibility across spark versions.
+ hadoopConf.setBoolean(
+ SQLConf.LEGACY_PARQUET_NANOS_AS_LONG.key,
+ sqlConf.getConfString(
+ SQLConf.LEGACY_PARQUET_NANOS_AS_LONG.key,
+ SQLConf.LEGACY_PARQUET_NANOS_AS_LONG.defaultValueString).toBoolean
+ )
+ hadoopConf.setBoolean(SQLConf.PARQUET_INFER_TIMESTAMP_NTZ_ENABLED.key, sqlConf.parquetInferTimestampNTZEnabled)
+ hadoopConf.setBoolean(SQLConf.LEGACY_PARQUET_NANOS_AS_LONG.key, sqlConf.legacyParquetNanosAsLong)
+ val internalSchemaStr = hadoopConf.get(SparkInternalSchemaConverter.HOODIE_QUERY_SCHEMA)
+ // For Spark DataSource v1, there's no Physical Plan projection/schema pruning w/in Spark itself,
+ // therefore it's safe to do schema projection here
+ if (!isNullOrEmpty(internalSchemaStr)) {
+ val prunedInternalSchemaStr =
+ pruneInternalSchema(internalSchemaStr, requiredSchema)
+ hadoopConf.set(SparkInternalSchemaConverter.HOODIE_QUERY_SCHEMA, prunedInternalSchemaStr)
+ }
+
+ val broadcastedHadoopConf =
+ SerializableConfiguration.broadcast(sparkSession.sparkContext, hadoopConf)
+
+ // TODO: if you move this into the closure it reverts to the default values.
+ // If true, enable using the custom RecordReader for parquet. This only works for
+ // a subset of the types (no complex types).
+ val resultSchema = StructType(partitionSchema.fields ++ requiredSchema.fields)
+ val enableOffHeapColumnVector = sqlConf.offHeapColumnVectorEnabled
+ val enableVectorizedReader: Boolean = supportBatch(sparkSession, resultSchema)
+ val enableRecordFilter: Boolean = sqlConf.parquetRecordFilterEnabled
+ val timestampConversion: Boolean = sqlConf.isParquetINT96TimestampConversion
+ val capacity = sqlConf.parquetVectorizedReaderBatchSize
+ val enableParquetFilterPushDown: Boolean = sqlConf.parquetFilterPushDown
+ val pushDownDate = sqlConf.parquetFilterPushDownDate
+ val pushDownTimestamp = sqlConf.parquetFilterPushDownTimestamp
+ val pushDownDecimal = sqlConf.parquetFilterPushDownDecimal
+ val pushDownStringStartWith = sqlConf.parquetFilterPushDownStringPredicate
+ val pushDownInFilterThreshold = sqlConf.parquetFilterPushDownInFilterThreshold
+ val isCaseSensitive = sqlConf.caseSensitiveAnalysis
+ val parquetOptions = new ParquetOptions(options, sqlConf)
+ val datetimeRebaseModeInRead = parquetOptions.datetimeRebaseModeInRead
+ val int96RebaseModeInRead = parquetOptions.int96RebaseModeInRead
+ val timeZoneId = Option(sqlConf.sessionLocalTimeZone)
+ // Should always be set by FileSourceScanExec creating this.
+ // Check conf before checking option, to allow working around an issue by changing conf.
+ val returningBatch = sqlConf.parquetVectorizedReaderEnabled &&
Review Comment:
Existing code from Spark. Ignore for now.
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324578060
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.15905%` with `602 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 62.70%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 2 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.00% | [35 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.45% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (960b482). Click for more details.
>
> <details><summary>HEAD has 13 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (960b482) |
>|------|------|------|
>|spark-scala-tests|10|7|
>|spark-java-tests|15|6|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 62.70% -6.20%
+ Complexity 28581 26559 -2022
============================================
Files 2482 2513 +31
Lines 137053 139836 +2783
Branches 16713 17287 +574
============================================
- Hits 94436 87685 -6751
- Misses 35009 44576 +9567
+ Partials 7608 7575 -33
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <13.79%> (-0.07%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.76% <33.89%> (-17.74%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.14% <38.86%> (-1.09%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.82% <100.00%> (-1.80%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [485 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324556186
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `43.80952%` with `59 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 45.14%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 50.00% | [9 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_0Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_0Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8wQWRhcHRlci5zY2FsYQ==) | 37.50% | [5 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark40CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark40CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQwQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (960b482). Click for more details.
>
> <details><summary>HEAD has 22 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (960b482) |
>|------|------|------|
>|spark-scala-tests|10|5|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 45.14% -23.76%
+ Complexity 28581 15681 -12900
=============================================
Files 2482 2021 -461
Lines 137053 113699 -23354
Branches 16713 14532 -2181
=============================================
- Hits 94436 51330 -43106
- Misses 35009 56840 +21831
+ Partials 7608 5529 -2079
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.40% <41.90%> (-12.83%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.94% <100.00%> (-36.67%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `45.45% <ø> (-38.50%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `51.07% <66.66%> (-19.93%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| ... and [11 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1581 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324548987
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `31.25000%` with `44 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 46.10%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 50.00% | [9 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 66.66% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (960b482). Click for more details.
>
> <details><summary>HEAD has 25 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (960b482) |
>|------|------|------|
>|spark-scala-tests|10|2|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 46.10% -22.81%
+ Complexity 28581 15293 -13288
=============================================
Files 2482 1974 -508
Lines 137053 108690 -28363
Branches 16713 13455 -3258
=============================================
- Hits 94436 50111 -44325
- Misses 35009 53367 +18358
+ Partials 7608 5212 -2396
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.74% <28.12%> (-12.49%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.94% <100.00%> (-36.67%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `51.07% <66.66%> (-19.93%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `46.66% <0.00%> (-22.57%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `54.71% <50.00%> (-19.76%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `55.93% <50.00%> (-17.66%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| ... and [3 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1617 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324709951
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.81312%` with `525 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.03%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 2 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.00% | [22 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 59.32% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [18 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 68.03% -0.88%
- Complexity 28581 28808 +227
============================================
Files 2482 2513 +31
Lines 137053 139836 +2783
Branches 16713 17287 +574
============================================
+ Hits 94436 95132 +696
- Misses 35009 36926 +1917
- Partials 7608 7778 +170
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <13.79%> (-0.07%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.80% <42.34%> (-0.70%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.76% <42.84%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <15.51%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [24 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323505230
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.62196%` with `611 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 47.37%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`8f53d19`](https://app.codecov.io/gh/apache/hudi/commit/8f53d19b8409a8a6b9b9df6f817a974f9f0d9cb4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (8f53d19). Click for more details.
>
> <details><summary>HEAD has 17 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (8f53d19) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|4|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 47.37% -21.53%
+ Complexity 28581 16792 -11789
=============================================
Files 2482 2042 -440
Lines 137053 116219 -20834
Branches 16713 15069 -1644
=============================================
- Hits 94436 55062 -39374
- Misses 35009 55279 +20270
+ Partials 7608 5878 -1730
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <25.45%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.14% <33.62%> (-17.36%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.15% <38.77%> (-13.07%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.74% <100.00%> (-24.87%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1526 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323572040
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.52187%` with `540 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.84%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`8f53d19`](https://app.codecov.io/gh/apache/hudi/commit/8f53d19b8409a8a6b9b9df6f817a974f9f0d9cb4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 66.84% -2.06%
+ Complexity 28581 28231 -350
============================================
Files 2482 2503 +21
Lines 137053 139641 +2588
Branches 16713 17264 +551
============================================
- Hits 94436 93350 -1086
- Misses 35009 38577 +3568
- Partials 7608 7714 +106
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <25.45%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.57% <39.35%> (-4.94%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.39% <43.44%> (-0.84%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.91% <20.22%> (-0.04%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.06% <100.00%> (-1.02%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `72.72% <ø> (-11.23%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [198 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324003125
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324084897
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `45.83333%` with `13 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 53.99%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`91871e2`](https://app.codecov.io/gh/apache/hudi/commit/91871e2b185c583ced770a0660a825adbe76a421?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 50.00% | [9 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | 50.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (91871e2). Click for more details.
>
> <details><summary>HEAD has 27 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (91871e2) |
>|------|------|------|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 53.99% -14.92%
+ Complexity 28581 12393 -16188
=============================================
Files 2482 1433 -1049
Lines 137053 71855 -65198
Branches 16713 8168 -8545
=============================================
- Hits 94436 38795 -55641
+ Misses 35009 29586 -5423
+ Partials 7608 3474 -4134
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <38.88%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `57.40% <100.00%> (-35.19%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <ø> (-54.55%)` | :arrow_down: |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.58% <50.00%> (-71.03%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `33.33% <0.00%> (-35.90%)` | :arrow_down: |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `50.94% <50.00%> (-4.32%)` | :arrow_down: |
... and [1823 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4095484173
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.88844%` with `642 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 55.25%. Comparing base ([`967e456`](https://app.codecov.io/gh/apache/hudi/commit/967e456cc4569e85d20724f49631eac73561c422?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`d4b5b60`](https://app.codecov.io/gh/apache/hudi/commit/d4b5b60395fc7c6cc1503d062f05361867432ee7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 32.18% | [50 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 35.71% | [29 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (967e456) and HEAD (d4b5b60). Click for more details.
>
> <details><summary>HEAD has 5 uploads less than BASE</summary>
>
>| Flag | BASE (967e456) | HEAD (d4b5b60) |
>|------|------|------|
>|spark-scala-tests|6|3|
>|utilities|1|0|
>|spark-client-hadoop-common|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 66.55% 55.25% -11.30%
+ Complexity 26636 22277 -4359
=============================================
Files 2427 2448 +21
Lines 132655 135204 +2549
Branches 15994 16540 +546
=============================================
- Hits 88286 74709 -13577
- Misses 37436 53796 +16360
+ Partials 6933 6699 -234
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <2.70%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (?)` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.20% <34.59%> (-13.32%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.25% <20.93%> (-11.95%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `66.49% <100.00%> (-7.60%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.71% <ø> (-2.45%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...atasources/HoodieSpark41PartitionedFileUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FHoodieSpark41PartitionedFileUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvSG9vZGllU3Bhcms0MVBhcnRpdGlvbmVkRmlsZVV0aWxzLnNjYWxh) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.75% <ø> (ø)` | |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [898 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3692542151
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## CI report:
* eda1702e6d322d37376c2fdfd8f551c4b76c8925 UNKNOWN
* 8fce58583a6ee64f0b11974a64a4bacda56dbd97 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10568)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4099208241
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## CI report:
* d4b5b60395fc7c6cc1503d062f05361867432ee7 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=12720)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
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URL: https://github.com/apache/hudi/pull/17674#issuecomment-4099191407
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## CI report:
* d4b5b60395fc7c6cc1503d062f05361867432ee7 UNKNOWN
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324565151
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `39.06561%` with `613 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 54.28%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.33% | [35 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.45% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (960b482). Click for more details.
>
> <details><summary>HEAD has 18 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (960b482) |
>|------|------|------|
>|spark-scala-tests|10|7|
>|spark-java-tests|15|2|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 54.28% -14.63%
+ Complexity 28581 19268 -9313
=============================================
Files 2482 2042 -440
Lines 137053 116217 -20836
Branches 16713 15073 -1640
=============================================
- Hits 94436 63085 -31351
- Misses 35009 46588 +11579
+ Partials 7608 6544 -1064
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.93% <24.73%> (-16.57%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.14% <38.86%> (-1.09%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `57.94% <100.00%> (-16.67%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1361 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323560888
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `43.82896%` with `578 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.97%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`8f53d19`](https://app.codecov.io/gh/apache/hudi/commit/8f53d19b8409a8a6b9b9df6f817a974f9f0d9cb4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 50.00% | [21 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [22 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 64.97% -3.94%
+ Complexity 28581 27457 -1124
============================================
Files 2482 2503 +21
Lines 137053 139641 +2588
Branches 16713 17264 +551
============================================
- Hits 94436 90725 -3711
- Misses 35009 41186 +6177
- Partials 7608 7730 +122
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <25.45%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.76% <33.62%> (-17.74%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.39% <43.44%> (-0.84%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.91% <20.22%> (-0.04%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.82% <100.00%> (-1.80%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `57.14% <ø> (-26.81%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [358 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323936368
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.82927%` with `545 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.88%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 59.32% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 66.88% -2.03%
+ Complexity 28581 28229 -352
============================================
Files 2482 2503 +21
Lines 137053 139637 +2584
Branches 16713 17263 +550
============================================
- Hits 94436 93390 -1046
- Misses 35009 38569 +3560
- Partials 7608 7678 +70
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <19.76%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.57% <39.31%> (-4.94%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.43% <42.73%> (-0.80%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <19.76%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.06% <100.00%> (-1.02%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `72.72% <ø> (-11.23%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [181 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324090230
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `29.31034%` with `41 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 46.57%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`91871e2`](https://app.codecov.io/gh/apache/hudi/commit/91871e2b185c583ced770a0660a825adbe76a421?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [6 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 50.00% | [9 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 66.66% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (91871e2). Click for more details.
>
> <details><summary>HEAD has 26 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (91871e2) |
>|------|------|------|
>|spark-scala-tests|10|1|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 46.57% -22.34%
+ Complexity 28581 15123 -13458
=============================================
Files 2482 1956 -526
Lines 137053 106162 -30891
Branches 16713 12885 -3828
=============================================
- Hits 94436 49443 -44993
- Misses 35009 51627 +16618
+ Partials 7608 5092 -2516
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <38.88%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.88% <24.13%> (-12.35%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `36.92% <100.00%> (-37.69%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `50.64% <66.66%> (-20.35%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `46.66% <0.00%> (-22.57%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `55.93% <50.00%> (-17.66%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `40.00% <0.00%> (-35.61%)` | :arrow_down: |
| ... and [2 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1642 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323471152
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## CI report:
* b7bc4f56f6103de63957cb11acb5714888fa51b5 UNKNOWN
* a55d8b9dd6776bfdaeb6e6486c3d461489e060be UNKNOWN
* 9a28a1a1cad26a4284f688ba1a585b58a3134e2b UNKNOWN
* e67db99168a3372561003696147fed760ab66790 UNKNOWN
* 0910f4531bccd2fd98b60cb34b0d4c8682ab3a8b UNKNOWN
* 00e093f11cf6ac0688fbc8c0b60e45b04e00fc4f UNKNOWN
* ecdb363b537b729a1c0462d9bf8ddfb7444e4609 UNKNOWN
* e1b063f63ad5de093bc6bc319d92aa0c68b2874b Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13614)
* 8f53d19b8409a8a6b9b9df6f817a974f9f0d9cb4 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13620)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4322535803
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `39.55296%` with `622 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 47.31%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e1b063f`](https://app.codecov.io/gh/apache/hudi/commit/e1b063f63ad5de093bc6bc319d92aa0c68b2874b?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [35 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (e1b063f). Click for more details.
>
> <details><summary>HEAD has 18 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (e1b063f) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 47.31% -21.59%
+ Complexity 28581 16766 -11815
=============================================
Files 2482 2042 -440
Lines 137053 116219 -20834
Branches 16713 15069 -1644
=============================================
- Hits 94436 54993 -39443
- Misses 35009 55341 +20332
+ Partials 7608 5885 -1723
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.80% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.12% <25.45%> (-0.35%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.56% <22.30%> (-16.95%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.15% <38.77%> (-13.08%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.74% <100.00%> (-24.87%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1531 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317964354
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.81633%` with `609 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 60.40%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`a1f4169`](https://app.codecov.io/gh/apache/hudi/commit/a1f4169f0c8b0c3794d347927e8d72011a9d9568?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 8 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (a1f4169). Click for more details.
>
> <details><summary>HEAD has 14 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (a1f4169) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|5|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 60.40% -8.49%
+ Complexity 28513 25465 -3048
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
- Hits 94237 84260 -9977
- Misses 34980 48034 +13054
+ Partials 7588 7204 -384
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.03%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.18% <25.45%> (-0.30%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.80% <33.62%> (-17.68%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.19% <38.77%> (-13.10%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.22%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.61% <100.00%> (-10.00%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [543 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317965827
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.81633%` with `609 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 60.40%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`a1f4169`](https://app.codecov.io/gh/apache/hudi/commit/a1f4169f0c8b0c3794d347927e8d72011a9d9568?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 8 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (a1f4169). Click for more details.
>
> <details><summary>HEAD has 14 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (a1f4169) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|5|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 60.40% -8.49%
+ Complexity 28513 25465 -3048
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
- Hits 94237 84260 -9977
- Misses 34980 48034 +13054
+ Partials 7588 7204 -384
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.03%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.18% <25.45%> (-0.30%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.80% <33.62%> (-17.68%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.19% <38.77%> (-13.10%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.22%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.61% <100.00%> (-10.00%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4318012098
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.49368%` with `530 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.21%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`a1f4169`](https://app.codecov.io/gh/apache/hudi/commit/a1f4169f0c8b0c3794d347927e8d72011a9d9568?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 8 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 67.21% -1.67%
+ Complexity 28513 28367 -146
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
- Hits 94237 93767 -470
- Misses 34980 37968 +2988
- Partials 7588 7763 +175
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.03%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.18% <25.45%> (-0.30%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.22% <41.01%> (-4.26%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.65% <43.53%> (-0.63%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.22%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [157 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4318059773
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.59086%` with `529 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.10%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`a1f4169`](https://app.codecov.io/gh/apache/hudi/commit/a1f4169f0c8b0c3794d347927e8d72011a9d9568?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 8 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 68.10% -0.78%
- Complexity 28513 28752 +239
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
+ Hits 94237 95008 +771
- Misses 34980 36720 +1740
- Partials 7588 7770 +182
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.03%)` | :arrow_down: |
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
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| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "yihua (via GitHub)" <gi...@apache.org>.
yihua commented on code in PR #17674:
URL: https://github.com/apache/hudi/pull/17674#discussion_r3145017079
##########
hudi-spark-datasource/hudi-spark4.1.x/src/main/scala/org/apache/spark/sql/adapter/Spark4_1Adapter.scala:
##########
@@ -0,0 +1,252 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.sql.adapter
+
+import org.apache.hudi.{HoodiePartitionCDCFileGroupMapping, HoodiePartitionFileSliceMapping, Spark41HoodieFileScanRDD, Spark41HoodiePartitionCDCFileGroupMapping, Spark41HoodiePartitionFileSliceMapping}
+import org.apache.hudi.client.model.{HoodieInternalRow, Spark41HoodieInternalRow}
+import org.apache.hudi.common.model.FileSlice
+import org.apache.hudi.common.schema.HoodieSchema
+import org.apache.hudi.common.table.cdc.HoodieCDCFileSplit
+
+import org.apache.hadoop.conf.Configuration
+import org.apache.spark.api.java.JavaSparkContext
+import org.apache.spark.sql._
+import org.apache.spark.sql.avro._
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.catalyst.analysis.{EliminateSubqueryAliases, ResolvedTable}
+import org.apache.spark.sql.catalyst.catalog.CatalogTable
+import org.apache.spark.sql.catalyst.expressions.{AttributeReference, Expression}
+import org.apache.spark.sql.catalyst.parser.{ParseException, ParserInterface}
+import org.apache.spark.sql.catalyst.planning.PhysicalOperation
+import org.apache.spark.sql.catalyst.plans.logical._
+import org.apache.spark.sql.catalyst.trees.Origin
+import org.apache.spark.sql.catalyst.util.{METADATA_COL_ATTR_KEY, RebaseDateTime}
+import org.apache.spark.sql.connector.catalog.{V1Table, V2TableWithV1Fallback}
+import org.apache.spark.sql.execution.datasources._
+import org.apache.spark.sql.execution.datasources.lance.SparkLanceReaderBase
+import org.apache.spark.sql.execution.datasources.orc.Spark41OrcReader
+import org.apache.spark.sql.execution.datasources.parquet.{ParquetFileFormat, Spark41LegacyHoodieParquetFileFormat, Spark41ParquetReader}
+import org.apache.spark.sql.execution.datasources.v2.DataSourceV2Relation
+import org.apache.spark.sql.execution.streaming.runtime.MemoryStream
+import org.apache.spark.sql.hudi.{HoodieMemoryStream, SparkAdapter}
+import org.apache.spark.sql.hudi.analysis.TableValuedFunctions
+import org.apache.spark.sql.hudi.blob.{BatchedBlobReaderStrategy, ScalarFunctions}
+import org.apache.spark.sql.internal.{LegacyBehaviorPolicy, SQLConf}
+import org.apache.spark.sql.parser.{HoodieExtendedParserInterface, HoodieSpark4_1ExtendedSqlParser}
+import org.apache.spark.sql.types.{DataType, DataTypes, Metadata, MetadataBuilder, StructType}
+import org.apache.spark.sql.vectorized.ColumnarBatchRow
+import org.apache.spark.storage.StorageLevel
+import org.apache.spark.storage.StorageLevel._
+import org.apache.spark.unsafe.types.UTF8String
+
+import scala.jdk.CollectionConverters.MapHasAsScala
+
+/**
+ * Implementation of [[SparkAdapter]] for Spark 4.0.x branch
+ */
+class Spark4_1Adapter extends BaseSpark4Adapter {
+
+ override def resolveHoodieTable(plan: LogicalPlan): Option[CatalogTable] = {
+ super.resolveHoodieTable(plan).orElse {
+ EliminateSubqueryAliases(plan) match {
+ // First, we need to weed out unresolved plans
+ case plan if !plan.resolved => None
+ // NOTE: When resolving Hudi table we allow [[Filter]]s and [[Project]]s be applied
+ // on top of it
+ case PhysicalOperation(_, _, DataSourceV2Relation(v2: V2TableWithV1Fallback, _, _, _, _, _)) if isHoodieTable(v2) =>
+ Some(v2.v1Table)
+ case ResolvedTable(_, _, V1Table(v1Table), _) if isHoodieTable(v1Table) =>
+ Some(v1Table)
+ case _ => None
+ }
+ }
+ }
+
+ def isHoodieTable(v2Table: V2TableWithV1Fallback): Boolean = {
+ v2Table.getClass.getName.contains("HoodieInternalV2Table")
+ }
+
+ override def isColumnarBatchRow(r: InternalRow): Boolean = r.isInstanceOf[ColumnarBatchRow]
+
+ def createCatalystMetadataForMetaField: Metadata =
+ new MetadataBuilder()
+ .putBoolean(METADATA_COL_ATTR_KEY, value = true)
+ .build()
+
+ override def getCatalystExpressionUtils: HoodieCatalystExpressionUtils = HoodieSpark41CatalystExpressionUtils
+
+ override def getCatalystPlanUtils: HoodieCatalystPlansUtils = HoodieSpark41CatalystPlanUtils
+
+ override def getSchemaUtils: HoodieSchemaUtils = HoodieSpark41SchemaUtils
+
+ override def getSparkPartitionedFileUtils: HoodieSparkPartitionedFileUtils = HoodieSpark41PartitionedFileUtils
+
+ override def newParseException(command: Option[String],
+ exception: AnalysisException,
+ start: Origin,
+ stop: Origin): ParseException = {
+ new ParseException(command, start, exception.getErrorClass, exception.getMessageParameters.asScala.toMap)
+ }
+
+ override def isPushDownVariantStruct(dataType: DataType): Boolean = VariantMetadata.isVariantStruct(dataType)
+
+ override def createAvroSerializer(rootCatalystType: DataType, rootType: HoodieSchema, nullable: Boolean): HoodieAvroSerializer =
+ new HoodieSpark4_1AvroSerializer(rootCatalystType, rootType.toAvroSchema, nullable)
+
+ override def createAvroDeserializer(rootType: HoodieSchema, rootCatalystType: DataType): HoodieAvroDeserializer =
+ new HoodieSpark4_1AvroDeserializer(rootType.toAvroSchema, rootCatalystType)
+
+ override def createExtendedSparkParser(spark: SparkSession, delegate: ParserInterface): HoodieExtendedParserInterface =
+ new HoodieSpark4_1ExtendedSqlParser(spark, delegate)
+
+ override def createLegacyHoodieParquetFileFormat(appendPartitionValues: Boolean): Option[ParquetFileFormat] = {
+ Some(new Spark41LegacyHoodieParquetFileFormat(appendPartitionValues))
+ }
+
+ override def createInternalRow(metaFields: Array[UTF8String],
+ sourceRow: InternalRow,
+ sourceContainsMetaFields: Boolean): HoodieInternalRow = {
+ new Spark41HoodieInternalRow(metaFields, sourceRow, sourceContainsMetaFields)
+ }
+
+ override def createPartitionCDCFileGroupMapping(partitionValues: InternalRow,
+ fileSplits: List[HoodieCDCFileSplit]): HoodiePartitionCDCFileGroupMapping = {
+ new Spark41HoodiePartitionCDCFileGroupMapping(partitionValues, fileSplits)
+ }
+
+ override def createPartitionFileSliceMapping(values: InternalRow,
+ slices: Map[String, FileSlice]): HoodiePartitionFileSliceMapping = {
+ new Spark41HoodiePartitionFileSliceMapping(values, slices)
+ }
+
+ override def createHoodieFileScanRDD(sparkSession: SparkSession,
+ readFunction: PartitionedFile => Iterator[InternalRow],
+ filePartitions: Seq[FilePartition],
+ readDataSchema: StructType,
+ metadataColumns: Seq[AttributeReference] = Seq.empty): FileScanRDD = {
+ new Spark41HoodieFileScanRDD(sparkSession, readFunction, filePartitions, readDataSchema, metadataColumns)
+ }
+
+ override def extractDeleteCondition(deleteFromTable: Command): Expression = {
+ deleteFromTable.asInstanceOf[DeleteFromTable].condition
+ }
+
+ override def injectTableFunctions(extensions: SparkSessionExtensions): Unit = {
+ TableValuedFunctions.funcs.foreach(extensions.injectTableFunction)
+ }
+
+ override def injectScalarFunctions(extensions: SparkSessionExtensions): Unit = {
+ ScalarFunctions.funcs.foreach(extensions.injectFunction)
+ }
+
+ override def injectPlannerStrategies(extensions: SparkSessionExtensions): Unit = {
+ extensions.injectPlannerStrategy { session =>
+ BatchedBlobReaderStrategy(session)
+ }
+ }
+
+ /**
+ * Converts instance of [[StorageLevel]] to a corresponding string
+ */
+ override def convertStorageLevelToString(level: StorageLevel): String = level match {
+ case NONE => "NONE"
+ case DISK_ONLY => "DISK_ONLY"
+ case DISK_ONLY_2 => "DISK_ONLY_2"
+ case DISK_ONLY_3 => "DISK_ONLY_3"
+ case MEMORY_ONLY => "MEMORY_ONLY"
+ case MEMORY_ONLY_2 => "MEMORY_ONLY_2"
+ case MEMORY_ONLY_SER => "MEMORY_ONLY_SER"
+ case MEMORY_ONLY_SER_2 => "MEMORY_ONLY_SER_2"
+ case MEMORY_AND_DISK => "MEMORY_AND_DISK"
+ case MEMORY_AND_DISK_2 => "MEMORY_AND_DISK_2"
+ case MEMORY_AND_DISK_SER => "MEMORY_AND_DISK_SER"
+ case MEMORY_AND_DISK_SER_2 => "MEMORY_AND_DISK_SER_2"
+ case OFF_HEAP => "OFF_HEAP"
+ case _ => throw new IllegalArgumentException(s"Invalid StorageLevel: $level")
+ }
+
+ /**
+ * Get parquet file reader
+ *
+ * @param vectorized true if vectorized reading is not prohibited due to schema, reading mode, etc
+ * @param sqlConf the [[SQLConf]] used for the read
+ * @param options passed as a param to the file format
+ * @param hadoopConf some configs will be set for the hadoopConf
+ * @return parquet file reader
+ */
+ override def createParquetFileReader(vectorized: Boolean,
+ sqlConf: SQLConf,
+ options: Map[String, String],
+ hadoopConf: Configuration): SparkColumnarFileReader = {
+ Spark41ParquetReader.build(vectorized, sqlConf, options, hadoopConf)
+ }
+
+ /**
+ * TODO
+ *
Review Comment:
Will address this nit separately as this is from existing code.
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "yihua (via GitHub)" <gi...@apache.org>.
yihua commented on code in PR #17674:
URL: https://github.com/apache/hudi/pull/17674#discussion_r3145023307
##########
hudi-common/src/main/java/org/apache/hudi/avro/HoodieAvroUtils.java:
##########
@@ -660,7 +660,28 @@ public static Object convertValueForSpecificDataTypes(Schema fieldSchema,
return null;
}
- return convertValueForAvroLogicalTypes(AvroSchemaUtils.getNonNullTypeFromUnion(fieldSchema), fieldValue, consistentLogicalTimestampEnabled);
+ // Avro 1.12.1 may return java.time types (Instant, LocalDate) instead of raw Long/Integer.
+ // Normalize them back to primitives before further processing to ensure consistent types.
+ Object normalizedValue = normalizeAvroLogicalTypeValue(fieldValue);
+ return convertValueForAvroLogicalTypes(AvroSchemaUtils.getNonNullTypeFromUnion(fieldSchema), normalizedValue, consistentLogicalTimestampEnabled);
+ }
+
+ /**
+ * Normalizes values returned by Avro 1.12.1's ConvertingGenericData back to raw primitives.
+ * Avro 1.12.1 automatically converts logical types to java.time objects, but Hudi expects
+ * the raw Long/Integer values internally.
+ */
+ private static Object normalizeAvroLogicalTypeValue(Object value) {
+ if (value instanceof java.time.Instant) {
+ java.time.Instant instant = (java.time.Instant) value;
+ return instant.getEpochSecond() * 1000000L + instant.getNano() / 1000L;
+ } else if (value instanceof java.time.LocalDate) {
Review Comment:
This is removed. #18606 to follow up.
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324610503
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4339432886
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.81312%` with `525 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.03%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 10 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.00% | [22 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 59.32% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [18 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 68.03% -0.87%
- Complexity 28581 28808 +227
============================================
Files 2482 2513 +31
Lines 137053 139836 +2783
Branches 16713 17287 +574
============================================
+ Hits 94436 95142 +706
- Misses 35009 36916 +1907
- Partials 7608 7778 +170
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <13.79%> (-0.07%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.89% <42.34%> (-0.62%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.76% <42.84%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <15.51%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [25 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323495485
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `32.67327%` with `68 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 45.55%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`8f53d19`](https://app.codecov.io/gh/apache/hudi/commit/8f53d19b8409a8a6b9b9df6f817a974f9f0d9cb4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 50.00% | [9 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [2 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (8f53d19). Click for more details.
>
> <details><summary>HEAD has 23 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (8f53d19) |
>|------|------|------|
>|spark-scala-tests|10|4|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 45.55% -23.36%
+ Complexity 28581 15457 -13124
=============================================
Files 2482 1991 -491
Lines 137053 111084 -25969
Branches 16713 13975 -2738
=============================================
- Hits 94436 50600 -43836
- Misses 35009 55120 +20111
+ Partials 7608 5364 -2244
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <25.45%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.48% <24.75%> (-12.75%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.94% <100.00%> (-36.67%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `51.07% <66.66%> (-19.93%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `44.39% <0.00%> (-34.93%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `54.71% <50.00%> (-19.76%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `61.90% <50.00%> (-17.05%)` | :arrow_down: |
| ... and [6 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1597 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323901582
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `39.02439%` with `625 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 47.29%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [35 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.45% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (eba6217). Click for more details.
>
> <details><summary>HEAD has 19 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (eba6217) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|2|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 47.29% -21.62%
+ Complexity 28581 16764 -11817
=============================================
Files 2482 2042 -440
Lines 137053 116215 -20838
Branches 16713 15068 -1645
=============================================
- Hits 94436 54959 -39477
- Misses 35009 55370 +20361
+ Partials 7608 5886 -1722
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.92% <21.48%> (-16.58%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.15% <38.24%> (-13.08%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.74% <100.00%> (-24.87%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1527 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323891294
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `30.23256%` with `60 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 46.56%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [6 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 50.00% | [9 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 66.66% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (eba6217). Click for more details.
>
> <details><summary>HEAD has 26 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (eba6217) |
>|------|------|------|
>|spark-scala-tests|10|1|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 46.56% -22.35%
+ Complexity 28581 15125 -13456
=============================================
Files 2482 1956 -526
Lines 137053 106181 -30872
Branches 16713 12888 -3825
=============================================
- Hits 94436 49442 -44994
- Misses 35009 51641 +16632
+ Partials 7608 5098 -2510
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.87% <19.76%> (-12.36%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `36.92% <100.00%> (-37.69%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `50.64% <66.66%> (-20.35%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `46.66% <0.00%> (-22.57%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `55.93% <50.00%> (-17.66%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `40.00% <0.00%> (-35.61%)` | :arrow_down: |
| ... and [3 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1641 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323968545
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.90244%` with `534 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.12%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 59.32% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [18 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 68.12% -0.79%
- Complexity 28581 28807 +226
============================================
Files 2482 2503 +21
Lines 137053 139637 +2584
Branches 16713 17263 +550
============================================
+ Hits 94436 95127 +691
- Misses 35009 36728 +1719
- Partials 7608 7782 +174
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <19.76%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.85% <42.34%> (-0.66%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.76% <42.92%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <19.76%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [13 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324678076
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.81312%` with `525 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.00%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 2 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.00% | [22 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 59.32% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [18 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 68.00% -0.91%
- Complexity 28581 28795 +214
============================================
Files 2482 2513 +31
Lines 137053 139836 +2783
Branches 16713 17287 +574
============================================
+ Hits 94436 95090 +654
- Misses 35009 36981 +1972
- Partials 7608 7765 +157
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <13.79%> (-0.07%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.62% <40.95%> (-0.88%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.76% <42.84%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <15.51%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [30 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187872364
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `36.48374%` with `625 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 41.28%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3bc5655`](https://app.codecov.io/gh/apache/hudi/commit/3bc5655e54331dd166052d99528c2cd5e9d3f131?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 38.35% | [35 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (3bc5655). Click for more details.
>
> <details><summary>HEAD has 22 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (3bc5655) |
>|------|------|------|
>|spark-scala-tests|10|5|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 41.28% -27.25%
+ Complexity 27968 13965 -14003
=============================================
Files 2440 2002 -438
Lines 134456 111745 -22711
Branches 16226 14158 -2068
=============================================
- Hits 92138 46134 -46004
- Misses 35054 60366 +25312
+ Partials 7264 5245 -2019
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.14% <36.38%> (-13.50%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.62% <100.00%> (-36.99%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `33.82% <ø> (-48.13%)` | :arrow_down: |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `10.85% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `64.67% <66.66%> (-9.51%)` | :arrow_down: |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187812227
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.17172%` with `523 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.99%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3d85b0a`](https://app.codecov.io/gh/apache/hudi/commit/3d85b0ae55f2f0108f85785a1070758892d6dce7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 66.99% -1.53%
+ Complexity 27968 27800 -168
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16805 +579
============================================
- Hits 92138 91793 -345
- Misses 35054 37726 +2672
- Partials 7264 7490 +226
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.05% <41.41%> (-0.72%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.98% <43.03%> (-0.67%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.35% <14.54%> (-0.01%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `80.88% <ø> (-1.07%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [219 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187688835
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## CI report:
* cb936a49735b1fd03d449dccb5bb07da65b1af48 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=12716)
* 3d85b0ae55f2f0108f85785a1070758892d6dce7 UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4193624325
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `29.16667%` with `51 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 57.72%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`5c1f7f2`](https://app.codecov.io/gh/apache/hudi/commit/5c1f7f2d08ebd9ede798eb75adf6be92910dcdab?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 14 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (5c1f7f2). Click for more details.
>
> <details><summary>HEAD has 20 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (5c1f7f2) |
>|------|------|------|
>|spark-scala-tests|10|3|
>|spark-java-tests|15|3|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 57.72% -10.81%
+ Complexity 27968 22980 -4988
=============================================
Files 2440 2417 -23
Lines 134456 131897 -2559
Branches 16226 15638 -588
=============================================
- Hits 92138 76135 -16003
- Misses 35054 49063 +14009
+ Partials 7264 6699 -565
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.54% <15.00%> (+0.19%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.90% <38.88%> (-0.10%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.84%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.12% <16.66%> (-15.66%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.72% <27.77%> (-12.93%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `63.91% <100.00%> (-10.70%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `68.47% <66.66%> (-5.70%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `54.71% <50.00%> (-19.76%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `69.84% <50.00%> (-9.11%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `57.62% <50.00%> (-15.96%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `50.00% <0.00%> (-29.13%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [843 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187739436
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `605 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.61%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3d85b0a`](https://app.codecov.io/gh/apache/hudi/commit/3d85b0ae55f2f0108f85785a1070758892d6dce7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 38.35% | [35 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (3d85b0a). Click for more details.
>
> <details><summary>HEAD has 20 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (3d85b0a) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|1|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 44.61% -23.92%
+ Complexity 27968 15443 -12525
=============================================
Files 2440 2019 -421
Lines 134456 114110 -20346
Branches 16226 14665 -1561
=============================================
- Hits 92138 50910 -41228
- Misses 35054 57432 +22378
+ Partials 7264 5768 -1496
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.68% <18.18%> (-15.10%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.38% <38.78%> (-13.27%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `48.96% <100.00%> (-25.65%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `50.00% <ø> (-31.95%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1645 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187751465
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `42.92929%` with `565 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 63.92%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3d85b0a`](https://app.codecov.io/gh/apache/hudi/commit/3d85b0ae55f2f0108f85785a1070758892d6dce7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 46.42% | [21 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 63.92% -4.60%
+ Complexity 27968 26405 -1563
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16805 +579
============================================
- Hits 92138 87588 -4550
- Misses 35054 41820 +6766
- Partials 7264 7601 +337
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.02% <34.04%> (-16.75%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.62% <42.82%> (-1.02%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.35% <14.54%> (-0.01%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `63.23% <ø> (-18.71%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [522 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187756251
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `43.03030%` with `564 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.06%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3d85b0a`](https://app.codecov.io/gh/apache/hudi/commit/3d85b0ae55f2f0108f85785a1070758892d6dce7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 46.42% | [21 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 64.06% -4.46%
+ Complexity 27968 26469 -1499
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16805 +579
============================================
- Hits 92138 87778 -4360
- Misses 35054 41607 +6553
- Partials 7264 7624 +360
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.02% <34.04%> (-16.75%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <42.92%> (-0.82%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.35% <14.54%> (-0.01%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `63.23% <ø> (-18.71%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [503 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189342724
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `36.36364%` with `14 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 21.55%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`0e8f835`](https://app.codecov.io/gh/apache/hudi/commit/0e8f835f0ca6549e4620be4243252ded567cf63e?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (0e8f835). Click for more details.
>
> <details><summary>HEAD has 28 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (0e8f835) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 21.55% -46.98%
+ Complexity 27968 5043 -22925
=============================================
Files 2440 1379 -1061
Lines 134456 69809 -64647
Branches 16226 7889 -8337
=============================================
- Hits 92138 15045 -77093
- Misses 35054 53227 +18173
+ Partials 7264 1537 -5727
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <ø> (-54.55%)` | :arrow_down: |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-74.62%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `0.00% <0.00%> (-69.24%)` | :arrow_down: |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `45.28% <44.44%> (-9.99%)` | :arrow_down: |
... and [2183 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4193376688
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## CI report:
* cbe7c163c80369bf61158ce494930e396daf70e4 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13088)
* 5c1f7f2d08ebd9ede798eb75adf6be92910dcdab UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4190278550
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `44 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.11%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`cbe7c16`](https://app.codecov.io/gh/apache/hudi/commit/cbe7c163c80369bf61158ce494930e396daf70e4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 14 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 25.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 75.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 67.11% -1.41%
+ Complexity 27968 26709 -1259
============================================
Files 2440 2417 -23
Lines 134456 131892 -2564
Branches 16226 15636 -590
============================================
- Hits 92138 88522 -3616
- Misses 35054 36000 +946
- Partials 7264 7370 +106
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <15.00%> (+0.16%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <38.88%> (-0.13%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `41.94% <22.22%> (-6.83%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.84% <37.50%> (+0.19%)` | :arrow_up: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <15.00%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `67.02% <75.00%> (-12.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `72.82% <66.66%> (-1.35%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `73.58% <66.66%> (-0.89%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `77.77% <66.66%> (-1.17%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `72.88% <66.66%> (-0.71%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [448 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4194616910
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## CI report:
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4194765873
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `29.16667%` with `51 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 42.42%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c66d80`](https://app.codecov.io/gh/apache/hudi/commit/1c66d80fafdc65d3b9d1da227f17d56b1759da5c?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 15 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (1c66d80). Click for more details.
>
> <details><summary>HEAD has 22 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (1c66d80) |
>|------|------|------|
>|spark-scala-tests|10|3|
>|spark-java-tests|15|2|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 42.42% -26.11%
+ Complexity 27968 14018 -13950
=============================================
Files 2440 1969 -471
Lines 134456 109001 -25455
Branches 16226 13498 -2728
=============================================
- Hits 92138 46243 -45895
- Misses 35054 57478 +22424
+ Partials 7264 5280 -1984
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.84% <38.88%> (-0.15%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.84%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `7.16% <1.51%> (-41.62%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.72% <27.77%> (-12.93%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.11% <100.00%> (-37.50%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `64.67% <66.66%> (-9.51%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `54.71% <50.00%> (-19.76%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `61.90% <50.00%> (-17.05%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `55.93% <50.00%> (-17.66%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `47.34% <0.00%> (-31.79%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187894633
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.06061%` with `534 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.80%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3bc5655`](https://app.codecov.io/gh/apache/hudi/commit/3bc5655e54331dd166052d99528c2cd5e9d3f131?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [18 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 65.80% -2.72%
+ Complexity 27968 27270 -698
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16803 +577
============================================
- Hits 92138 90161 -1977
- Misses 35054 39360 +4306
- Partials 7264 7488 +224
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.46% <39.69%> (-4.31%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.51% <40.70%> (-1.14%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `75.25% <100.00%> (+0.64%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `75.00% <ø> (-6.95%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [332 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189389778
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `605 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.61%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`0e8f835`](https://app.codecov.io/gh/apache/hudi/commit/0e8f835f0ca6549e4620be4243252ded567cf63e?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 38.35% | [35 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (0e8f835). Click for more details.
>
> <details><summary>HEAD has 20 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (0e8f835) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|1|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 44.61% -23.92%
+ Complexity 27968 15442 -12526
=============================================
Files 2440 2019 -421
Lines 134456 114110 -20346
Branches 16226 14665 -1561
=============================================
- Hits 92138 50907 -41231
- Misses 35054 57433 +22379
+ Partials 7264 5770 -1494
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.67% <18.18%> (-15.10%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.39% <38.78%> (-13.26%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `48.96% <100.00%> (-25.65%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `50.00% <ø> (-31.95%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1643 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189616114
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `29.16667%` with `51 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 57.74%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`cbe7c16`](https://app.codecov.io/gh/apache/hudi/commit/cbe7c163c80369bf61158ce494930e396daf70e4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (cbe7c16). Click for more details.
>
> <details><summary>HEAD has 17 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (cbe7c16) |
>|------|------|------|
>|spark-scala-tests|10|3|
>|spark-java-tests|15|6|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 57.74% -10.78%
+ Complexity 27968 22985 -4983
=============================================
Files 2440 2417 -23
Lines 134456 131892 -2564
Branches 16226 15636 -590
=============================================
- Hits 92138 76167 -15971
- Misses 35054 49043 +13989
+ Partials 7264 6682 -582
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <15.00%> (+0.16%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <38.88%> (-0.13%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.07% <20.83%> (-15.70%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.72% <27.77%> (-12.92%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `63.91% <100.00%> (-10.70%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `68.47% <66.66%> (-5.70%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `64.15% <50.00%> (-10.32%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `69.84% <50.00%> (-9.11%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `64.40% <50.00%> (-9.18%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `50.00% <0.00%> (-29.13%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [843 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189629442
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `44 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.68%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`cbe7c16`](https://app.codecov.io/gh/apache/hudi/commit/cbe7c163c80369bf61158ce494930e396daf70e4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 25.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 75.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 65.68% -2.85%
+ Complexity 27968 26143 -1825
============================================
Files 2440 2417 -23
Lines 134456 131892 -2564
Branches 16226 15636 -590
============================================
- Hits 92138 86627 -5511
- Misses 35054 37856 +2802
- Partials 7264 7409 +145
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <15.00%> (+0.16%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <38.88%> (-0.13%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.07% <20.83%> (-15.70%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.84% <37.50%> (+0.19%)` | :arrow_up: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <15.00%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `67.02% <75.00%> (-12.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `72.82% <66.66%> (-1.35%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `73.58% <66.66%> (-0.89%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `77.77% <66.66%> (-1.17%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `72.88% <66.66%> (-0.71%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [550 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4195986042
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## CI report:
* 1c66d80fafdc65d3b9d1da227f17d56b1759da5c Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13100)
* 5a5900ae89460e560d5225f64b3b3b8e95ea9861 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13105)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4196050289
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `1.01729%` with `973 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 33.17%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`51ac50a`](https://app.codecov.io/gh/apache/hudi/commit/51ac50a90c5167384db5ad43cc4cf2b4653d9ff7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 16 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [73 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [57 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [26 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (51ac50a). Click for more details.
>
> <details><summary>HEAD has 24 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (51ac50a) |
>|------|------|------|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 33.17% -35.35%
+ Complexity 27968 11441 -16527
=============================================
Files 2440 1990 -450
Lines 134456 109713 -24743
Branches 16226 13691 -2535
=============================================
- Hits 92138 36401 -55737
- Misses 35054 70088 +35034
+ Partials 7264 3224 -4040
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `13.84% <0.20%> (-34.94%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.01%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-81.95%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `40.00% <33.33%> (-29.24%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-74.18%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `0.00% <0.00%> (ø)` | |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1803 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201865039
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `43.94531%` with `574 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.51%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.36% | [20 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 65.51% -3.27%
+ Complexity 28119 27210 -909
============================================
Files 2451 2473 +22
Lines 134986 137614 +2628
Branches 16364 16924 +560
============================================
- Hits 92834 90153 -2681
- Misses 34807 39743 +4936
- Partials 7345 7718 +373
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.39% <38.67%> (-5.47%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <41.69%> (-0.60%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [358 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201491317
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `13.79310%` with `75 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 18.85%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 10.71% | [22 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [14 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [2 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (1582d60) and HEAD (1c986a0). Click for more details.
>
> <details><summary>HEAD has 27 uploads less than BASE</summary>
>
>| Flag | BASE (1582d60) | HEAD (1c986a0) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|1|
>|utilities|1|0|
>|common-and-other-modules|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.77% 18.85% -49.93%
+ Complexity 28119 5486 -22633
=============================================
Files 2451 1941 -510
Lines 134986 104769 -30217
Branches 16364 12574 -3790
=============================================
- Hits 92834 19750 -73084
- Misses 34807 83175 +48368
+ Partials 7345 1844 -5501
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `7.29% <1.14%> (-41.57%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.53%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `1.06% <0.00%> (-78.51%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `26.66% <0.00%> (-42.57%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-71.00%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `0.00% <0.00%> (-75.61%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [2095 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201660090
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `1.75781%` with `1006 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 31.76%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [57 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (1582d60) and HEAD (1c986a0). Click for more details.
>
> <details><summary>HEAD has 20 uploads less than BASE</summary>
>
>| Flag | BASE (1582d60) | HEAD (1c986a0) |
>|------|------|------|
>|spark-scala-tests|10|1|
>|spark-java-tests|15|6|
>|utilities|1|0|
>|common-and-other-modules|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.77% 31.76% -37.01%
+ Complexity 28119 11448 -16671
=============================================
Files 2451 2025 -426
Lines 134986 114712 -20274
Branches 16364 14783 -1581
=============================================
- Hits 92834 36441 -56393
- Misses 34807 75028 +40221
+ Partials 7345 3243 -4102
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `13.27% <0.97%> (-35.59%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `0.00% <0.00%> (-45.48%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.53%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `1.06% <0.00%> (-78.51%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `40.00% <0.00%> (-29.24%)` | :arrow_down: |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1793 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201877641
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `43.94531%` with `574 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.52%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.36% | [20 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 65.52% -3.25%
+ Complexity 28119 27215 -904
============================================
Files 2451 2473 +22
Lines 134986 137614 +2628
Branches 16364 16924 +560
============================================
- Hits 92834 90175 -2659
- Misses 34807 39717 +4910
- Partials 7345 7722 +377
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.45% <38.67%> (-5.42%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <41.69%> (-0.60%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [357 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309441038
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `3.01850%` with `996 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 43.12%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`2320654`](https://app.codecov.io/gh/apache/hudi/commit/23206546ca3c05ffad334ab36014f1e9e4316be3?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (2320654). Click for more details.
>
> <details><summary>HEAD has 20 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (2320654) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|1|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 43.12% -25.76%
+ Complexity 28482 15144 -13338
=============================================
Files 2478 2038 -440
Lines 136699 115969 -20730
Branches 16634 15015 -1619
=============================================
- Hits 94150 50010 -44140
- Misses 34980 60380 +25400
+ Partials 7569 5579 -1990
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <34.78%> (-0.09%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.37%> (-27.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.30% <16.09%> (-16.16%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.03% <2.33%> (-14.29%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `48.96% <100.00%> (-25.65%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `54.07% <66.66%> (-16.92%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.90% <0.00%> (-35.41%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1686 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309372819
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `1.67488%` with `998 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 28.42%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`2320654`](https://app.codecov.io/gh/apache/hudi/commit/23206546ca3c05ffad334ab36014f1e9e4316be3?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [29 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (2320654). Click for more details.
>
> <details><summary>HEAD has 24 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (2320654) |
>|------|------|------|
>|spark-scala-tests|10|3|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 28.42% -40.45%
+ Complexity 28482 9881 -18601
=============================================
Files 2478 2003 -475
Lines 136699 111069 -25630
Branches 16634 13930 -2704
=============================================
- Hits 94150 31572 -62578
- Misses 34980 76365 +41385
+ Partials 7569 3132 -4437
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <34.78%> (-0.09%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.37%> (-27.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `0.00% <0.00%> (-45.33%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-74.62%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.00% <0.00%> (-79.32%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `0.00% <0.00%> (-69.24%)` | :arrow_down: |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1936 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309547826
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `42.55112%` with `590 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.72%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`2320654`](https://app.codecov.io/gh/apache/hudi/commit/23206546ca3c05ffad334ab36014f1e9e4316be3?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.87% 65.72% -3.15%
+ Complexity 28482 27628 -854
============================================
Files 2478 2499 +21
Lines 136699 139388 +2689
Branches 16634 17210 +576
============================================
- Hits 94150 91615 -2535
- Misses 34980 39969 +4989
- Partials 7569 7804 +235
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.05%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <34.78%> (-0.09%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.37%> (-27.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <34.95%> (-4.78%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.27% <41.67%> (-1.05%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.68%> (-0.07%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.06% <100.00%> (-1.02%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309576077
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.64070%` with `548 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.19%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`2320654`](https://app.codecov.io/gh/apache/hudi/commit/23206546ca3c05ffad334ab36014f1e9e4316be3?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.87% 67.19% -1.69%
+ Complexity 28482 28303 -179
============================================
Files 2478 2499 +21
Lines 136699 139388 +2689
Branches 16634 17210 +576
============================================
- Hits 94150 93657 -493
- Misses 34980 37859 +2879
- Partials 7569 7872 +303
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.05%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <34.78%> (-0.09%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.37%> (-27.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.77% <42.45%> (-0.69%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.64% <41.86%> (-0.68%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.68%> (-0.07%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `81.81% <ø> (-2.14%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [191 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309589610
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.64070%` with `548 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.19%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`2320654`](https://app.codecov.io/gh/apache/hudi/commit/23206546ca3c05ffad334ab36014f1e9e4316be3?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.87% 67.19% -1.69%
+ Complexity 28482 28303 -179
============================================
Files 2478 2499 +21
Lines 136699 139388 +2689
Branches 16634 17210 +576
============================================
- Hits 94150 93659 -491
- Misses 34980 37857 +2877
- Partials 7569 7872 +303
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.05%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <34.78%> (-0.09%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.37%> (-27.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.78% <42.45%> (-0.68%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.64% <41.86%> (-0.68%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.68%> (-0.07%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `81.81% <ø> (-2.14%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [189 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309752071
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `33.78773%` with `680 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 52.97%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e25412e`](https://app.codecov.io/gh/apache/hudi/commit/e25412e978bbe154e7c263473efaf81e91824dcf?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [36 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 38.33% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [25 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (e25412e). Click for more details.
>
> <details><summary>HEAD has 17 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (e25412e) |
>|------|------|------|
>|spark-scala-tests|10|7|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|3|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 52.97% -15.90%
+ Complexity 28482 18685 -9797
=============================================
Files 2478 2038 -440
Lines 136699 115969 -20730
Branches 16634 15015 -1619
=============================================
- Hits 94150 61436 -32714
- Misses 34980 48273 +13293
+ Partials 7569 6260 -1309
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.09% <22.22%> (-0.46%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.59% <33.67%> (-16.87%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `42.01% <3.11%> (-3.31%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `57.73% <100.00%> (-16.88%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.74% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `56.22% <66.66%> (-14.78%)` | :arrow_down: |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1390 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309751366
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `33.78773%` with `680 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 52.94%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e25412e`](https://app.codecov.io/gh/apache/hudi/commit/e25412e978bbe154e7c263473efaf81e91824dcf?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [36 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 38.33% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [25 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (e25412e). Click for more details.
>
> <details><summary>HEAD has 18 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (e25412e) |
>|------|------|------|
>|spark-scala-tests|10|7|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|2|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 52.94% -15.94%
+ Complexity 28482 18675 -9807
=============================================
Files 2478 2038 -440
Lines 136699 115969 -20730
Branches 16634 15015 -1619
=============================================
- Hits 94150 61395 -32755
- Misses 34980 48304 +13324
+ Partials 7569 6270 -1299
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.09% <22.22%> (-0.46%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.97% <33.67%> (-16.49%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `42.01% <3.11%> (-3.31%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `57.73% <100.00%> (-16.88%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.74% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `55.79% <66.66%> (-15.21%)` | :arrow_down: |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1391 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309733247
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `2.35064%` with `997 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 43.12%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e25412e`](https://app.codecov.io/gh/apache/hudi/commit/e25412e978bbe154e7c263473efaf81e91824dcf?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [27 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (e25412e). Click for more details.
>
> <details><summary>HEAD has 23 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (e25412e) |
>|------|------|------|
>|spark-scala-tests|10|4|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 43.12% -25.75%
+ Complexity 28482 14960 -13522
=============================================
Files 2478 2021 -457
Lines 136699 113597 -23102
Branches 16634 14500 -2134
=============================================
- Hits 94150 48990 -45160
- Misses 34980 59528 +24548
+ Partials 7569 5079 -2490
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.09% <22.22%> (-0.46%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.61% <1.76%> (-14.72%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.11% <100.00%> (-37.50%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `87.03% <100.00%> (-5.56%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `49.78% <66.66%> (-21.22%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.41% <0.00%> (-35.90%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1626 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309896903
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## CI report:
* b7bc4f56f6103de63957cb11acb5714888fa51b5 UNKNOWN
* 23206546ca3c05ffad334ab36014f1e9e4316be3 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13507)
* e25412e978bbe154e7c263473efaf81e91824dcf Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13514)
* a55d8b9dd6776bfdaeb6e6486c3d461489e060be UNKNOWN
* 7f9dd8da886682deaabe89dcdfb5332aa8918b27 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13516)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310316289
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.76144%` with `670 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 46.59%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`6d6af8f`](https://app.codecov.io/gh/apache/hudi/commit/6d6af8f8a095be2008d7332697b99fa16d1d5b0e?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 4 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [36 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 38.33% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [24 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (6d6af8f). Click for more details.
>
> <details><summary>HEAD has 19 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (6d6af8f) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|2|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 46.59% -22.28%
+ Complexity 28482 16419 -12063
=============================================
Files 2478 2038 -440
Lines 136699 115969 -20730
Branches 16634 15015 -1619
=============================================
- Hits 94150 54036 -40114
- Misses 34980 56179 +21199
+ Partials 7569 5754 -1815
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.38% <20.37%> (-0.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.91% <33.73%> (-16.54%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.78% <2.33%> (-14.54%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.48% <100.00%> (-25.13%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.74% <ø> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1543 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310328472
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.67478%` with `599 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 62.32%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`6d6af8f`](https://app.codecov.io/gh/apache/hudi/commit/6d6af8f8a095be2008d7332697b99fa16d1d5b0e?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 4 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [12 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (6d6af8f). Click for more details.
>
> <details><summary>HEAD has 12 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (6d6af8f) |
>|------|------|------|
>|spark-scala-tests|10|9|
>|spark-java-tests|15|5|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.87% 62.32% -6.55%
+ Complexity 28482 26296 -2186
============================================
Files 2478 2499 +21
Lines 136699 139388 +2689
Branches 16634 17210 +576
============================================
- Hits 94150 86876 -7274
- Misses 34980 44932 +9952
- Partials 7569 7580 +11
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.05%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.38% <20.37%> (-0.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.80% <33.69%> (-17.66%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.10% <41.48%> (-2.23%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `85.18% <100.00%> (-7.41%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310507577
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310859064
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.78261%` with `30 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.74%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`44b2f07`](https://app.codecov.io/gh/apache/hudi/commit/44b2f073eddf8efc14714ab9ba4e11413c699b99?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 38.88% | [11 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (44b2f07). Click for more details.
>
> <details><summary>HEAD has 28 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (44b2f07) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 44.74% -24.15%
+ Complexity 28513 8513 -20000
=============================================
Files 2478 1200 -1278
Lines 136805 62541 -74264
Branches 16662 6765 -9897
=============================================
- Hits 94237 27983 -66254
+ Misses 34980 31493 -3487
+ Partials 7588 3065 -4523
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `26.41% <38.88%> (-28.85%)` | :arrow_down: |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | `48.46% <32.14%> (-28.87%)` | :arrow_down: |
... and [2075 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310920762
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `33.60825%` with `644 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 36.53%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`44b2f07`](https://app.codecov.io/gh/apache/hudi/commit/44b2f073eddf8efc14714ab9ba4e11413c699b99?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 13.15% | [60 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 10.81% | [56 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 13.63% | [11 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [15 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (44b2f07). Click for more details.
>
> <details><summary>HEAD has 27 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (44b2f07) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|1|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 36.53% -32.36%
+ Complexity 28513 11413 -17100
=============================================
Files 2478 1956 -522
Lines 136805 105962 -30843
Branches 16662 12826 -3836
=============================================
- Hits 94237 38708 -55529
- Misses 34980 62556 +27576
+ Partials 7588 4698 -2890
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `28.62% <32.98%> (-16.66%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `33.50% <100.00%> (-41.11%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `100.00% <ø> (+66.66%)` | :arrow_up: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `42.92% <100.00%> (-36.39%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `42.85% <ø> (-41.10%)` | :arrow_down: |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `58.49% <0.00%> (-34.11%)` | :arrow_down: |
| ... and [24 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1912 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4315309752
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `29.03226%` with `66 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 38.31%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`495c732`](https://app.codecov.io/gh/apache/hudi/commit/495c732c1c193463404ae62a5692363dc357102c?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 38.88% | [11 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (495c732). Click for more details.
>
> <details><summary>HEAD has 26 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (495c732) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|2|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 38.31% -30.57%
+ Complexity 28513 12270 -16243
=============================================
Files 2478 1972 -506
Lines 136805 108411 -28394
Branches 16662 13304 -3358
=============================================
- Hits 94237 41540 -52697
- Misses 34980 61745 +26765
+ Partials 7588 5126 -2462
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.84% <22.58%> (-14.44%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.11% <100.00%> (-37.50%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `79.62% <100.00%> (-12.97%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `50.64% <66.66%> (-20.36%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.41% <0.00%> (-35.90%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `46.66% <0.00%> (-22.57%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `50.94% <50.00%> (-23.53%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `52.38% <50.00%> (-26.57%)` | :arrow_down: |
| ... and [5 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1844 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316108319
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `35.83252%` with `659 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.09%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`4980c1c`](https://app.codecov.io/gh/apache/hudi/commit/4980c1c5b19d504775552014713e1e52ff5218ea?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [36 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 38.33% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 66.09% -2.79%
+ Complexity 28513 27767 -746
============================================
Files 2478 2501 +23
Lines 136805 139491 +2686
Branches 16662 17224 +562
============================================
- Hits 94237 92198 -2039
- Misses 34980 39842 +4862
+ Partials 7588 7451 -137
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.68%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.37%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <34.95%> (-4.79%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `42.56% <3.21%> (-2.73%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.06% <100.00%> (-1.02%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [207 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316470646
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `13.82979%` with `81 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 18.35%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`8f48248`](https://app.codecov.io/gh/apache/hudi/commit/8f4824843da1076d23d63919a8738742b61f17d5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 10.71% | [22 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [14 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [3 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (8f48248). Click for more details.
>
> <details><summary>HEAD has 26 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (8f48248) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|2|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 18.35% -50.54%
+ Complexity 28513 5507 -23006
=============================================
Files 2478 1972 -506
Lines 136805 108477 -28328
Branches 16662 13315 -3347
=============================================
- Hits 94237 19908 -74329
- Misses 34980 86710 +51730
+ Partials 7588 1859 -5729
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.00%> (-27.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `7.13% <2.12%> (-42.34%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `4.10% <100.00%> (-70.51%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.97% <0.00%> (-78.34%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `33.33% <0.00%> (-35.90%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-71.00%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `0.00% <0.00%> (-75.61%)` | :arrow_down: |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316469298
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `13.82979%` with `81 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 18.35%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`8f48248`](https://app.codecov.io/gh/apache/hudi/commit/8f4824843da1076d23d63919a8738742b61f17d5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 10.71% | [22 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [14 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
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> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (8f48248). Click for more details.
>
> <details><summary>HEAD has 26 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (8f48248) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|2|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 18.35% -50.54%
+ Complexity 28513 5507 -23006
=============================================
Files 2478 1972 -506
Lines 136805 108477 -28328
Branches 16662 13315 -3347
=============================================
- Hits 94237 19908 -74329
- Misses 34980 86710 +51730
+ Partials 7588 1859 -5729
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.00%> (-27.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `7.13% <2.12%> (-42.34%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `4.10% <100.00%> (-70.51%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.97% <0.00%> (-78.34%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `33.33% <0.00%> (-35.90%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-71.00%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `0.00% <0.00%> (-75.61%)` | :arrow_down: |
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... and [2113 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316743972
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `42.41245%` with `592 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.50%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`560e41d`](https://app.codecov.io/gh/apache/hudi/commit/560e41d47a81043fc5f393211612f805dac959f8?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 50.00% | [21 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [22 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [23 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 64.50% -4.38%
+ Complexity 28513 27160 -1353
============================================
Files 2478 2501 +23
Lines 136805 139492 +2687
Branches 16662 17227 +565
============================================
- Hits 94237 89980 -4257
- Misses 34980 41951 +6971
+ Partials 7588 7561 -27
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.45%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.00%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.84% <33.65%> (-17.63%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.35% <41.05%> (-1.93%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.95% <20.45%> (-0.04%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.82% <100.00%> (-1.80%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `87.03% <100.00%> (-5.56%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `41.55% <ø> (-42.40%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [392 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317008551
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.78261%` with `30 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.83%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`41309af`](https://app.codecov.io/gh/apache/hudi/commit/41309af5cbb38df6d1f4b147242dcfe732815433?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 6 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 38.88% | [11 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (41309af). Click for more details.
>
> <details><summary>HEAD has 28 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (41309af) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 44.83% -24.05%
+ Complexity 28513 8530 -19983
=============================================
Files 2478 1201 -1277
Lines 136805 62635 -74170
Branches 16662 6781 -9881
=============================================
- Hits 94237 28082 -66155
+ Misses 34980 31467 -3513
+ Partials 7588 3086 -4502
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `26.41% <38.88%> (-28.85%)` | :arrow_down: |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | `48.46% <32.14%> (-28.87%)` | :arrow_down: |
... and [2075 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "yihua (via GitHub)" <gi...@apache.org>.
yihua commented on code in PR #17674:
URL: https://github.com/apache/hudi/pull/17674#discussion_r3141077690
##########
hudi-hadoop-common/src/test/java/org/apache/hudi/common/fs/inline/TestInLineFileSystem.java:
##########
@@ -51,6 +52,8 @@
/**
* Tests {@link InLineFileSystem}.
*/
+
+@Disabled("Pre-existing failure on master: testFileSystemApis")
Review Comment:
This is fixed now.
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317607050
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.52478%` with `612 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.36%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7424bea`](https://app.codecov.io/gh/apache/hudi/commit/7424beacec8f30da2a82255b9aa0920e5fdee8c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 7 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (7424bea). Click for more details.
>
> <details><summary>HEAD has 18 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (7424bea) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 44.36% -24.53%
+ Complexity 28513 15584 -12929
=============================================
Files 2478 2040 -438
Lines 136805 116076 -20729
Branches 16662 15035 -1627
=============================================
- Hits 94237 51496 -42741
- Misses 34980 58708 +23728
+ Partials 7588 5872 -1716
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <34.78%> (+0.06%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.00%> (-27.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.54% <33.62%> (-16.93%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.19% <38.77%> (-13.09%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.74% <100.00%> (-24.87%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1666 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310993883
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.11685%` with `615 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 52.93%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`44b2f07`](https://app.codecov.io/gh/apache/hudi/commit/44b2f073eddf8efc14714ab9ba4e11413c699b99?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 39.47% | [28 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 39.18% | [35 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 13.63% | [11 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (44b2f07). Click for more details.
>
> <details><summary>HEAD has 13 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (44b2f07) |
>|------|------|------|
>|spark-scala-tests|10|9|
>|spark-java-tests|15|5|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 52.93% -15.96%
+ Complexity 28513 18685 -9828
=============================================
Files 2478 2039 -439
Lines 136805 115978 -20827
Branches 16662 15019 -1643
=============================================
- Hits 94237 61391 -32846
- Misses 34980 48276 +13296
+ Partials 7588 6311 -1277
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.38% <20.37%> (-0.10%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.80% <33.69%> (-17.68%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `42.14% <35.24%> (-3.14%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `57.73% <100.00%> (-16.88%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `58.04% <100.00%> (-21.27%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `85.18% <100.00%> (-7.41%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `55.84% <ø> (-28.11%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1371 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308416664
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `1.85005%` with `1008 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 31.65%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7be25ea`](https://app.codecov.io/gh/apache/hudi/commit/7be25ea61c38409535109d4cb93a20bccd7e2c44?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (7be25ea). Click for more details.
>
> <details><summary>HEAD has 18 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (7be25ea) |
>|------|------|------|
>|spark-scala-tests|10|3|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|6|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 31.65% -37.23%
+ Complexity 28482 11485 -16997
=============================================
Files 2478 2038 -440
Lines 136699 115853 -20846
Branches 16634 14985 -1649
=============================================
- Hits 94150 36669 -57481
- Misses 34980 75921 +40941
+ Partials 7569 3263 -4306
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.70% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.42% <20.37%> (-27.12%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `13.31% <1.07%> (-36.15%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `0.00% <0.00%> (-45.33%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.01%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <33.33%> (-15.90%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.97% <0.00%> (-78.34%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1815 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308468321
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `4.28432%` with `983 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 46.08%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7be25ea`](https://app.codecov.io/gh/apache/hudi/commit/7be25ea61c38409535109d4cb93a20bccd7e2c44?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [27 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (7be25ea). Click for more details.
>
> <details><summary>HEAD has 13 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (7be25ea) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|8|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 46.08% -22.80%
+ Complexity 28482 16450 -12032
=============================================
Files 2478 2038 -440
Lines 136699 115853 -20846
Branches 16634 14985 -1649
=============================================
- Hits 94150 53387 -40763
- Misses 34980 56956 +21976
+ Partials 7569 5510 -2059
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.70% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.42% <20.37%> (-27.12%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `34.53% <3.31%> (-14.92%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.06% <2.33%> (-14.26%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.48% <100.00%> (-25.13%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `54.50% <66.66%> (-16.49%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `66.66% <33.33%> (-2.57%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `44.39% <0.00%> (-34.93%)` | :arrow_down: |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1573 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308870235
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## CI report:
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308594709
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `42.16164%` with `594 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 63.91%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7be25ea`](https://app.codecov.io/gh/apache/hudi/commit/7be25ea61c38409535109d4cb93a20bccd7e2c44?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.87% 63.91% -4.97%
+ Complexity 28482 26905 -1577
============================================
Files 2478 2499 +21
Lines 136699 139272 +2573
Branches 16634 17180 +546
============================================
- Hits 94150 89010 -5140
- Misses 34980 42410 +7430
- Partials 7569 7852 +283
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.46% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.70% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.42% <20.37%> (-27.12%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.45% <34.27%> (-14.01%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <41.86%> (-0.64%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.03% <20.68%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [472 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309088117
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `20.37037%` with `43 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 21.39%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`2320654`](https://app.codecov.io/gh/apache/hudi/commit/23206546ca3c05ffad334ab36014f1e9e4316be3?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 10.71% | [22 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (2320654). Click for more details.
>
> <details><summary>HEAD has 28 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (2320654) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 21.39% -47.48%
+ Complexity 28482 5062 -23420
=============================================
Files 2478 1385 -1093
Lines 136699 70720 -65979
Branches 16634 8065 -8569
=============================================
- Hits 94150 15130 -79020
- Misses 34980 54043 +19063
+ Partials 7569 1547 -6022
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.37%> (-27.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-74.62%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.00% <0.00%> (-79.32%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `0.00% <0.00%> (-69.24%)` | :arrow_down: |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `45.28% <44.44%> (-9.99%)` | :arrow_down: |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | `33.90% <10.71%> (-43.43%)` | :arrow_down: |
... and [2213 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3691942682
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## CI report:
* eda1702e6d322d37376c2fdfd8f551c4b76c8925 UNKNOWN
* f3d7fbc7c5bc2000a1b2b8135cc55efdc48816b1 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10553)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3691014776
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## CI report:
* 8553c71703d3052d3653818018b0ec8e873cb9c0 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10465)
* 0b64ca43964361e3265794f62d8c5d0767b52292 UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4193401106
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `15.00000%` with `51 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 18.94%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`5c1f7f2`](https://app.codecov.io/gh/apache/hudi/commit/5c1f7f2d08ebd9ede798eb75adf6be92910dcdab?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 14 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [14 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (5c1f7f2). Click for more details.
>
> <details><summary>HEAD has 27 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (5c1f7f2) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|1|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 18.94% -49.59%
+ Complexity 27968 5485 -22483
=============================================
Files 2440 1935 -505
Lines 134456 104227 -30229
Branches 16226 12471 -3755
=============================================
- Hits 92138 19741 -72397
- Misses 35054 82645 +47591
+ Partials 7264 1841 -5423
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.84%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `7.32% <1.66%> (-41.45%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.01%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `33.33% <0.00%> (-35.90%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-74.18%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `1.06% <0.00%> (-78.06%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `0.00% <0.00%> (-78.95%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-78.95%)` | :arrow_down: |
| ... and [2 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [2091 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4193389480
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## CI report:
* cbe7c163c80369bf61158ce494930e396daf70e4 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13088)
* 5c1f7f2d08ebd9ede798eb75adf6be92910dcdab Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13096)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4193633135
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `29.16667%` with `51 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 60.52%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`5c1f7f2`](https://app.codecov.io/gh/apache/hudi/commit/5c1f7f2d08ebd9ede798eb75adf6be92910dcdab?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 14 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (5c1f7f2). Click for more details.
>
> <details><summary>HEAD has 18 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (5c1f7f2) |
>|------|------|------|
>|spark-scala-tests|10|3|
>|spark-java-tests|15|4|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 60.52% -8.01%
+ Complexity 27968 24048 -3920
============================================
Files 2440 2417 -23
Lines 134456 131897 -2559
Branches 16226 15638 -588
============================================
- Hits 92138 79832 -12306
- Misses 35054 45203 +10149
+ Partials 7264 6862 -402
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.54% <15.00%> (+0.19%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.90% <38.88%> (-0.10%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.84%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.71% <18.05%> (-16.06%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.72% <27.77%> (-12.93%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.33% <15.00%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `63.91% <100.00%> (-10.70%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `68.47% <66.66%> (-5.70%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `64.15% <50.00%> (-10.32%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `69.84% <50.00%> (-9.11%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `61.01% <50.00%> (-12.57%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `50.53% <0.00%> (-28.59%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [722 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4193814473
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `44 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.12%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`5c1f7f2`](https://app.codecov.io/gh/apache/hudi/commit/5c1f7f2d08ebd9ede798eb75adf6be92910dcdab?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 14 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 25.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 66.66% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 75.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 67.12% -1.40%
+ Complexity 27968 26720 -1248
============================================
Files 2440 2417 -23
Lines 134456 131897 -2559
Branches 16226 15638 -588
============================================
- Hits 92138 88539 -3599
- Misses 35054 35977 +923
- Partials 7264 7381 +117
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.54% <15.00%> (+0.19%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.90% <38.88%> (-0.10%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.84%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `41.84% <22.22%> (-6.93%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.83% <37.50%> (+0.19%)` | :arrow_up: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.33% <15.00%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.16% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `67.02% <75.00%> (-12.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `72.82% <66.66%> (-1.35%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `73.58% <66.66%> (-0.89%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `77.77% <66.66%> (-1.17%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `72.88% <66.66%> (-0.71%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [449 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189413399
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.07071%` with `524 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.84%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`0e8f835`](https://app.codecov.io/gh/apache/hudi/commit/0e8f835f0ca6549e4620be4243252ded567cf63e?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 65.84% -2.68%
+ Complexity 27968 27297 -671
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16805 +579
============================================
- Hits 92138 90220 -1918
- Misses 35054 39288 +4234
- Partials 7264 7501 +237
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.43% <39.69%> (-4.34%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.84% <42.92%> (-0.81%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.33% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `80.88% <ø> (-1.07%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189421382
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.67677%` with `518 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.00%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`0e8f835`](https://app.codecov.io/gh/apache/hudi/commit/0e8f835f0ca6549e4620be4243252ded567cf63e?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 67.00% -1.52%
+ Complexity 27968 27809 -159
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16805 +579
============================================
- Hits 92138 91806 -332
- Misses 35054 37716 +2662
- Partials 7264 7487 +223
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.01% <42.42%> (-0.76%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.99% <43.03%> (-0.66%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.33% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `82.35% <ø> (+0.40%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [213 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4189565182
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `12.50000%` with `63 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 18.11%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`cbe7c16`](https://app.codecov.io/gh/apache/hudi/commit/cbe7c163c80369bf61158ce494930e396daf70e4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [14 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [2 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (cbe7c16). Click for more details.
>
> <details><summary>HEAD has 25 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (cbe7c16) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 18.11% -50.42%
+ Complexity 27968 5485 -22483
=============================================
Files 2440 1969 -471
Lines 134456 108993 -25463
Branches 16226 13496 -2730
=============================================
- Hits 92138 19742 -72396
- Misses 35054 87410 +52356
+ Partials 7264 1841 -5423
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <29.62%> (-26.83%)` | :arrow_down: |
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| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.01%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `40.00% <0.00%> (-29.24%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-74.18%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `1.06% <0.00%> (-78.06%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `0.00% <0.00%> (-78.95%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-74.47%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187699997
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## CI report:
* 3d85b0ae55f2f0108f85785a1070758892d6dce7 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13075)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187741405
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `605 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.68%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3d85b0a`](https://app.codecov.io/gh/apache/hudi/commit/3d85b0ae55f2f0108f85785a1070758892d6dce7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 38.35% | [35 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (3d85b0a). Click for more details.
>
> <details><summary>HEAD has 18 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (3d85b0a) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 44.68% -23.85%
+ Complexity 27968 15463 -12505
=============================================
Files 2440 2019 -421
Lines 134456 114110 -20346
Branches 16226 14665 -1561
=============================================
- Hits 92138 50990 -41148
- Misses 35054 57365 +22311
+ Partials 7264 5755 -1509
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.82% <20.89%> (-15.95%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.38% <38.78%> (-13.27%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.48% <100.00%> (-25.13%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `50.00% <ø> (-31.95%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1645 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187882258
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `605 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 58.94%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3bc5655`](https://app.codecov.io/gh/apache/hudi/commit/3bc5655e54331dd166052d99528c2cd5e9d3f131?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 41.09% | [35 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
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> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (3bc5655). Click for more details.
>
> <details><summary>HEAD has 13 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (3bc5655) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|6|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 58.94% -9.58%
+ Complexity 27968 24299 -3669
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16803 +577
============================================
- Hits 92138 80764 -11374
- Misses 35054 49194 +14140
+ Partials 7264 7051 -213
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.02% <34.04%> (-16.75%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.89% <36.46%> (-13.76%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.94% <100.00%> (-9.67%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `36.76% <ø> (-45.18%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `12.17% <ø> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [693 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187879451
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `605 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.53%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3bc5655`](https://app.codecov.io/gh/apache/hudi/commit/3bc5655e54331dd166052d99528c2cd5e9d3f131?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 41.09% | [35 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (3bc5655). Click for more details.
>
> <details><summary>HEAD has 16 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (3bc5655) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|5|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 44.53% -23.99%
+ Complexity 27968 15377 -12591
=============================================
Files 2440 2019 -421
Lines 134456 114110 -20346
Branches 16226 14663 -1563
=============================================
- Hits 92138 50822 -41316
- Misses 35054 57606 +22552
+ Partials 7264 5682 -1582
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.02% <34.04%> (-16.75%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.89% <36.46%> (-13.76%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.48% <100.00%> (-25.13%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `36.76% <ø> (-45.18%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `12.17% <ø> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1644 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187893033
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `42.62626%` with `568 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.74%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3bc5655`](https://app.codecov.io/gh/apache/hudi/commit/3bc5655e54331dd166052d99528c2cd5e9d3f131?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 46.42% | [21 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 65.74% -2.79%
+ Complexity 27968 27228 -740
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16803 +577
============================================
- Hits 92138 90073 -2065
- Misses 35054 39445 +4391
- Partials 7264 7491 +227
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.34% <34.74%> (-4.43%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.51% <40.70%> (-1.14%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `75.25% <100.00%> (+0.64%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.66% <100.00%> (-0.41%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `47.05% <ø> (-34.89%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [338 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187905169
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.37374%` with `521 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.87%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3bc5655`](https://app.codecov.io/gh/apache/hudi/commit/3bc5655e54331dd166052d99528c2cd5e9d3f131?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 66.87% -1.65%
+ Complexity 27968 27727 -241
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16803 +577
============================================
- Hits 92138 91629 -509
- Misses 35054 37942 +2888
- Partials 7264 7438 +174
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.02% <42.42%> (-0.76%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.51% <40.70%> (-1.13%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `75.25% <100.00%> (+0.64%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `82.35% <ø> (+0.40%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [219 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187913267
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.37374%` with `521 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.88%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3bc5655`](https://app.codecov.io/gh/apache/hudi/commit/3bc5655e54331dd166052d99528c2cd5e9d3f131?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 66.88% -1.65%
+ Complexity 27968 27729 -239
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16803 +577
============================================
- Hits 92138 91635 -503
- Misses 35054 37937 +2883
- Partials 7264 7437 +173
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.09% <42.42%> (-0.69%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.51% <40.70%> (-1.13%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `75.25% <100.00%> (+0.64%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `82.35% <ø> (+0.40%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [218 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4187899343
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.37374%` with `521 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.85%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`3bc5655`](https://app.codecov.io/gh/apache/hudi/commit/3bc5655e54331dd166052d99528c2cd5e9d3f131?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 13 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.27% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 57.14% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 66.85% -1.67%
+ Complexity 27968 27715 -253
============================================
Files 2440 2467 +27
Lines 134456 137009 +2553
Branches 16226 16803 +577
============================================
- Hits 92138 91601 -537
- Misses 35054 37984 +2930
- Partials 7264 7424 +160
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.50% <14.54%> (+0.15%)` | :arrow_up: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.55% <36.36%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `47.94% <42.42%> (-0.83%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.51% <40.70%> (-1.13%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.34% <14.54%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `75.25% <100.00%> (+0.64%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `80.95% <100.00%> (+2.00%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `82.35% <ø> (+0.40%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [31 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [220 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4194608472
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `15.00000%` with `51 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 18.92%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c66d80`](https://app.codecov.io/gh/apache/hudi/commit/1c66d80fafdc65d3b9d1da227f17d56b1759da5c?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 15 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [14 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (1c66d80). Click for more details.
>
> <details><summary>HEAD has 27 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (1c66d80) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|1|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 18.92% -49.61%
+ Complexity 27968 5485 -22483
=============================================
Files 2440 1935 -505
Lines 134456 104301 -30155
Branches 16226 12496 -3730
=============================================
- Hits 92138 19740 -72398
- Misses 35054 82721 +47667
+ Partials 7264 1840 -5424
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.84%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `7.32% <1.66%> (-41.46%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.09% <100.00%> (-71.52%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `33.33% <0.00%> (-35.90%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-74.18%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `1.06% <0.00%> (-78.06%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `0.00% <0.00%> (-78.95%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-73.59%)` | :arrow_down: |
| ... and [2 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [2091 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4195998430
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `15.25424%` with `50 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 18.86%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`5a5900a`](https://app.codecov.io/gh/apache/hudi/commit/5a5900ae89460e560d5225f64b3b3b8e95ea9861?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 16 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [14 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (5a5900a). Click for more details.
>
> <details><summary>HEAD has 27 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (5a5900a) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|1|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 18.86% -49.67%
+ Complexity 27968 5485 -22483
=============================================
Files 2440 1940 -500
Lines 134456 104674 -29782
Branches 16226 12558 -3668
=============================================
- Hits 92138 19746 -72392
- Misses 35054 83088 +48034
+ Partials 7264 1840 -5424
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `7.29% <1.69%> (-41.48%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.09% <100.00%> (-71.52%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-74.18%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `33.33% <0.00%> (-35.90%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `1.06% <0.00%> (-78.06%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `0.00% <0.00%> (-78.95%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-73.59%)` | :arrow_down: |
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</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4196118075
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `1.01729%` with `973 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 33.17%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`51ac50a`](https://app.codecov.io/gh/apache/hudi/commit/51ac50a90c5167384db5ad43cc4cf2b4653d9ff7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 16 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [73 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [57 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [26 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (51ac50a). Click for more details.
>
> <details><summary>HEAD has 23 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (51ac50a) |
>|------|------|------|
>|spark-scala-tests|10|1|
>|spark-java-tests|15|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.52% 33.17% -35.35%
+ Complexity 27968 11441 -16527
=============================================
Files 2440 1990 -450
Lines 134456 109713 -24743
Branches 16226 13691 -2535
=============================================
- Hits 92138 36401 -55737
- Misses 35054 70088 +35034
+ Partials 7264 3224 -4040
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `13.84% <0.20%> (-34.94%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `0.00% <0.00%> (-45.65%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.01%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-81.95%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `40.00% <33.33%> (-29.24%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-74.18%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `0.00% <0.00%> (ø)` | |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4196175003
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.90452%` with `588 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 59.29%. Comparing base ([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`51ac50a`](https://app.codecov.io/gh/apache/hudi/commit/51ac50a90c5167384db5ad43cc4cf2b4653d9ff7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 16 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 45.61% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 58.90% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (35e2bbf) and HEAD (51ac50a). Click for more details.
>
> <details><summary>HEAD has 8 uploads less than BASE</summary>
>
>| Flag | BASE (35e2bbf) | HEAD (51ac50a) |
>|------|------|------|
>|spark-scala-tests|10|9|
>|spark-java-tests|15|9|
>|common-and-other-modules|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.52% 59.29% -9.24%
+ Complexity 27968 20670 -7298
============================================
Files 2440 2024 -416
Lines 134456 114503 -19953
Branches 16226 14732 -1494
============================================
- Hits 92138 67896 -24242
- Misses 35054 39950 +4896
+ Partials 7264 6657 -607
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.91% <38.88%> (-0.08%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.54% <29.62%> (-26.83%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.51% <34.07%> (-13.27%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.93% <39.59%> (-1.71%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.22% <15.25%> (-0.14%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `62.37% <100.00%> (-12.25%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `58.36% <100.00%> (-15.81%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `29.41% <ø> (-52.54%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1244 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201457413
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## CI report:
* a40e263edf5c2432b54f54e7f1f4d22f4fdad878 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13128)
* b7bc4f56f6103de63957cb11acb5714888fa51b5 UNKNOWN
* 1c986a09fd43653fc79e929a9379af6cc2437c2d UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201676693
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `2.34375%` with `1000 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 41.99%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [57 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [29 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (1582d60) and HEAD (1c986a0). Click for more details.
>
> <details><summary>HEAD has 17 uploads less than BASE</summary>
>
>| Flag | BASE (1582d60) | HEAD (1c986a0) |
>|------|------|------|
>|spark-scala-tests|10|4|
>|spark-java-tests|15|6|
>|utilities|1|0|
>|common-and-other-modules|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.77% 41.99% -26.78%
+ Complexity 28119 14905 -13214
=============================================
Files 2451 2025 -426
Lines 134986 114712 -20274
Branches 16364 14783 -1581
=============================================
- Hits 92834 48174 -44660
- Misses 34807 61607 +26800
+ Partials 7345 4931 -2414
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `13.27% <0.97%> (-35.59%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.84% <1.66%> (-14.63%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `36.08% <100.00%> (-39.05%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `55.55% <0.00%> (-37.04%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `51.07% <66.66%> (-19.93%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `47.34% <0.00%> (-32.23%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1624 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201789905
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.99219%` with `594 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.11%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 45.61% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 64.11% -4.66%
+ Complexity 28119 26638 -1481
============================================
Files 2451 2473 +22
Lines 134986 137614 +2628
Branches 16364 16924 +560
============================================
- Hits 92834 88234 -4600
- Misses 34807 41625 +6818
- Partials 7345 7755 +410
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.54% <34.08%> (-13.32%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <41.69%> (-0.61%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [467 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201792575
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.99219%` with `594 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.11%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 45.61% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 64.11% -4.66%
+ Complexity 28119 26638 -1481
============================================
Files 2451 2473 +22
Lines 134986 137614 +2628
Branches 16364 16924 +560
============================================
- Hits 92834 88236 -4598
- Misses 34807 41625 +6818
- Partials 7345 7753 +408
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.54% <34.08%> (-13.32%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <41.69%> (-0.60%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [467 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201788541
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.89453%` with `595 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.01%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 45.61% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 64.01% -4.76%
+ Complexity 28119 26573 -1546
============================================
Files 2451 2473 +22
Lines 134986 137614 +2628
Branches 16364 16924 +560
============================================
- Hits 92834 88096 -4738
- Misses 34807 41808 +7001
- Partials 7345 7710 +365
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.54% <34.08%> (-13.32%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.72% <41.60%> (-0.76%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [472 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201821175
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.99219%` with `594 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.47%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 45.61% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 65.47% -3.30%
+ Complexity 28119 27195 -924
============================================
Files 2451 2473 +22
Lines 134986 137614 +2628
Branches 16364 16924 +560
============================================
- Hits 92834 90101 -2733
- Misses 34807 39800 +4993
- Partials 7345 7713 +368
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.02% <34.47%> (-5.84%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <41.69%> (-0.60%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [361 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201849032
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `43.94531%` with `574 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.48%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.36% | [20 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 65.48% -3.29%
+ Complexity 28119 27200 -919
============================================
Files 2451 2473 +22
Lines 134986 137614 +2628
Branches 16364 16924 +560
============================================
- Hits 92834 90121 -2713
- Misses 34807 39776 +4969
- Partials 7345 7717 +372
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.07% <38.67%> (-5.80%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <41.69%> (-0.60%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [361 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4202779775
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `20.37037%` with `43 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 21.50%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`27f97eb`](https://app.codecov.io/gh/apache/hudi/commit/27f97ebe0831610f07c664d9ce0f9ee312a7ae4f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 10.71% | [22 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (1582d60) and HEAD (27f97eb). Click for more details.
>
> <details><summary>HEAD has 28 uploads less than BASE</summary>
>
>| Flag | BASE (1582d60) | HEAD (27f97eb) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
>|common-and-other-modules|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.77% 21.50% -47.27%
+ Complexity 28119 5045 -23074
=============================================
Files 2451 1380 -1071
Lines 134986 69974 -65012
Branches 16364 7930 -8434
=============================================
- Hits 92834 15049 -77785
- Misses 34807 53385 +18578
+ Partials 7345 1540 -5805
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-75.13%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.00% <0.00%> (-79.57%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `0.00% <0.00%> (-69.24%)` | :arrow_down: |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `45.28% <44.44%> (-9.99%)` | :arrow_down: |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | `33.90% <10.71%> (-43.43%)` | :arrow_down: |
... and [2189 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4203036561
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `43.94531%` with `574 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.52%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`27f97eb`](https://app.codecov.io/gh/apache/hudi/commit/27f97ebe0831610f07c664d9ce0f9ee312a7ae4f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.36% | [20 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 65.52% -3.25%
+ Complexity 28119 27212 -907
============================================
Files 2451 2473 +22
Lines 134986 137618 +2632
Branches 16364 16924 +560
============================================
- Hits 92834 90177 -2657
- Misses 34807 39726 +4919
- Partials 7345 7715 +370
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.68%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.88% <34.78%> (+0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.45% <38.67%> (-5.41%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <41.69%> (-0.61%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [349 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201585569
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## CI report:
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* b7bc4f56f6103de63957cb11acb5714888fa51b5 UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201739711
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.86328%` with `667 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 58.72%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [36 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 35.08% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [24 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (1582d60) and HEAD (1c986a0). Click for more details.
>
> <details><summary>HEAD has 8 uploads less than BASE</summary>
>
>| Flag | BASE (1582d60) | HEAD (1c986a0) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|11|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.77% 58.72% -10.06%
+ Complexity 28119 24259 -3860
=============================================
Files 2451 2473 +22
Lines 134986 137614 +2628
Branches 16364 16924 +560
=============================================
- Hits 92834 80808 -12026
- Misses 34807 49759 +14952
+ Partials 7345 7047 -298
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.53% <34.08%> (-13.33%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.17% <2.34%> (-14.30%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.43% <100.00%> (-10.70%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `87.03% <100.00%> (-5.56%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.75% <ø> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [667 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4201729542
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.66797%` with `669 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 56.08%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`1c986a0`](https://app.codecov.io/gh/apache/hudi/commit/1c986a09fd43653fc79e929a9379af6cc2437c2d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [36 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 35.08% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [24 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (1582d60) and HEAD (1c986a0). Click for more details.
>
> <details><summary>HEAD has 9 uploads less than BASE</summary>
>
>| Flag | BASE (1582d60) | HEAD (1c986a0) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|11|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.77% 56.08% -12.70%
+ Complexity 28119 23210 -4909
=============================================
Files 2451 2473 +22
Lines 134986 137614 +2628
Branches 16364 16924 +560
=============================================
- Hits 92834 77178 -15656
- Misses 34807 53557 +18750
+ Partials 7345 6879 -466
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.86% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.53% <34.08%> (-13.33%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.17% <2.34%> (-14.30%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.43% <100.00%> (-10.70%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.75% <ø> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [793 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4202989045
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.99219%` with `594 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.45%. Comparing base ([`1582d60`](https://app.codecov.io/gh/apache/hudi/commit/1582d602b0c5366056bb3bb46304a5bafba3a551?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`27f97eb`](https://app.codecov.io/gh/apache/hudi/commit/27f97ebe0831610f07c664d9ce0f9ee312a7ae4f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 45.61% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.77% 65.45% -3.32%
+ Complexity 28119 27185 -934
============================================
Files 2451 2473 +22
Lines 134986 137618 +2632
Branches 16364 16924 +560
============================================
- Hits 92834 90076 -2758
- Misses 34807 39838 +5031
- Partials 7345 7704 +359
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.68%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.88% <34.78%> (+0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.50% <20.37%> (-26.91%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `42.96% <34.17%> (-5.90%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <41.69%> (-0.61%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.20% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-2.45%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [357 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3684080909
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} ]
}-->
## CI report:
* 4cbab0146316a0d9efbd5c4f09d37d4621f4c4a7 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10444)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308174755
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `1.91532%` with `973 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 21.52%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7be25ea`](https://app.codecov.io/gh/apache/hudi/commit/7be25ea61c38409535109d4cb93a20bccd7e2c44?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [24 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (7be25ea). Click for more details.
>
> <details><summary>HEAD has 24 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (7be25ea) |
>|------|------|------|
>|hadoop-mr-java-client|1|0|
>|spark-scala-tests|10|0|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|4|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 21.52% -47.35%
+ Complexity 28482 7374 -21108
=============================================
Files 2478 2017 -461
Lines 136699 113369 -23330
Branches 16634 14440 -2194
=============================================
- Hits 94150 24405 -69745
- Misses 34980 86942 +51962
+ Partials 7569 2022 -5547
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.42% <20.37%> (-27.12%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `13.60% <1.10%> (-35.86%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `3.60% <100.00%> (-71.01%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `40.00% <33.33%> (-29.24%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.97% <0.00%> (-78.34%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `0.00% <0.00%> (-71.00%)` | :arrow_down: |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [2018 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308473801
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.85881%` with `669 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 55.91%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7be25ea`](https://app.codecov.io/gh/apache/hudi/commit/7be25ea61c38409535109d4cb93a20bccd7e2c44?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [36 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 38.33% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [24 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (7be25ea). Click for more details.
>
> <details><summary>HEAD has 10 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (7be25ea) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|10|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 55.91% -12.97%
+ Complexity 28482 23447 -5035
=============================================
Files 2478 2499 +21
Lines 136699 139272 +2573
Branches 16634 17180 +546
=============================================
- Hits 94150 77868 -16282
- Misses 34980 54459 +19479
+ Partials 7569 6945 -624
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.46% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.70% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.42% <20.37%> (-27.12%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.19% <34.07%> (-14.27%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.06% <2.33%> (-14.26%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.43% <100.00%> (-10.18%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.74% <ø> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [795 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308551696
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `35.24830%` with `665 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 63.25%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7be25ea`](https://app.codecov.io/gh/apache/hudi/commit/7be25ea61c38409535109d4cb93a20bccd7e2c44?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [36 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 38.33% | [30 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [24 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (7be25ea). Click for more details.
>
> <details><summary>HEAD has 6 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (7be25ea) |
>|------|------|------|
>|spark-scala-tests|10|7|
>|spark-java-tests|15|12|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.87% 63.25% -5.62%
+ Complexity 28482 26500 -1982
============================================
Files 2478 2499 +21
Lines 136699 139272 +2573
Branches 16634 17180 +546
============================================
- Hits 94150 88100 -6050
- Misses 34980 43578 +8598
- Partials 7569 7594 +25
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.46% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.70% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.42% <20.37%> (-27.12%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.45% <34.27%> (-14.01%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.17% <3.11%> (-2.16%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.03% <20.68%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `15.58% <ø> (-68.37%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.74% <ø> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [502 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308830801
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* c15a38f4efc61e7c3b231b44c4ad18f62b320ef0 UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4308947542
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `31.48148%` with `37 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.14%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`c15a38f`](https://app.codecov.io/gh/apache/hudi/commit/c15a38f4efc61e7c3b231b44c4ad18f62b320ef0?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 44.44% | [9 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (c15a38f). Click for more details.
>
> <details><summary>HEAD has 27 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (c15a38f) |
>|------|------|------|
>|spark-scala-tests|10|0|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 44.14% -24.74%
+ Complexity 28482 9888 -18594
=============================================
Files 2478 1430 -1048
Lines 136699 71560 -65139
Branches 16634 8105 -8529
=============================================
- Hits 94150 31589 -62561
- Misses 34980 36844 +1864
+ Partials 7569 3127 -4442
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.04%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.42% <20.37%> (-27.12%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `0.00% <ø> (-33.34%)` | :arrow_down: |
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `0.00% <0.00%> (-74.62%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `0.00% <0.00%> (-92.60%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `0.00% <0.00%> (-54.55%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `0.00% <0.00%> (-79.32%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `0.00% <0.00%> (-69.24%)` | :arrow_down: |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `45.28% <44.44%> (-9.99%)` | :arrow_down: |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | `48.46% <32.14%> (-28.87%)` | :arrow_down: |
... and [1997 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309429831
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## CI report:
* b7bc4f56f6103de63957cb11acb5714888fa51b5 UNKNOWN
* 23206546ca3c05ffad334ab36014f1e9e4316be3 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13507)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309591995
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.64070%` with `548 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.19%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`2320654`](https://app.codecov.io/gh/apache/hudi/commit/23206546ca3c05ffad334ab36014f1e9e4316be3?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.87% 67.19% -1.69%
+ Complexity 28482 28303 -179
============================================
Files 2478 2499 +21
Lines 136699 139388 +2689
Branches 16634 17210 +576
============================================
- Hits 94150 93659 -491
- Misses 34980 37857 +2877
- Partials 7569 7872 +303
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.05%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <34.78%> (-0.09%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.37%> (-27.16%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.79% <42.45%> (-0.67%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.64% <41.86%> (-0.68%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.68%> (-0.07%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `81.81% <ø> (-2.14%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [189 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309746420
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `3.11587%` with `995 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 51.16%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e25412e`](https://app.codecov.io/gh/apache/hudi/commit/e25412e978bbe154e7c263473efaf81e91824dcf?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (e25412e). Click for more details.
>
> <details><summary>HEAD has 20 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (e25412e) |
>|------|------|------|
>|spark-scala-tests|10|7|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 51.16% -17.71%
+ Complexity 28482 18103 -10379
=============================================
Files 2478 2038 -440
Lines 136699 115969 -20730
Branches 16634 15015 -1619
=============================================
- Hits 94150 59339 -34811
- Misses 34980 50497 +15517
+ Partials 7569 6133 -1436
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.09% <22.22%> (-0.46%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `42.01% <3.11%> (-3.31%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `48.45% <100.00%> (-26.16%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `55.79% <66.66%> (-15.21%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `61.46% <0.00%> (-17.85%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `71.18% <66.66%> (-2.40%)` | :arrow_down: |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1434 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309772163
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.99318%` with `606 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.42%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e25412e`](https://app.codecov.io/gh/apache/hudi/commit/e25412e978bbe154e7c263473efaf81e91824dcf?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [23 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.87% 64.42% -4.45%
+ Complexity 28482 27087 -1395
============================================
Files 2478 2499 +21
Lines 136699 139388 +2689
Branches 16634 17210 +576
============================================
- Hits 94150 89804 -4346
- Misses 34980 41979 +6999
- Partials 7569 7605 +36
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.05%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.09% <22.22%> (-0.46%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.80% <33.69%> (-17.66%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `42.85% <39.43%> (-2.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.68%> (-0.09%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [378 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309761895
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.89581%` with `607 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.27%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e25412e`](https://app.codecov.io/gh/apache/hudi/commit/e25412e978bbe154e7c263473efaf81e91824dcf?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [23 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.87% 64.27% -4.60%
+ Complexity 28482 27013 -1469
============================================
Files 2478 2499 +21
Lines 136699 139388 +2689
Branches 16634 17210 +576
============================================
- Hits 94150 89596 -4554
- Misses 34980 42217 +7237
- Partials 7569 7575 +6
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.05%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.09% <22.22%> (-0.46%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.80% <33.69%> (-17.66%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `42.63% <39.33%> (-2.69%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.68%> (-0.09%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [397 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4309854952
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.78261%` with `30 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.74%. Comparing base ([`ace2871`](https://app.codecov.io/gh/apache/hudi/commit/ace2871c3718d17038fcb555928b002117fcdc4a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7f9dd8d`](https://app.codecov.io/gh/apache/hudi/commit/7f9dd8da886682deaabe89dcdfb5332aa8918b27?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 38.88% | [11 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (ace2871) and HEAD (7f9dd8d). Click for more details.
>
> <details><summary>HEAD has 28 uploads less than BASE</summary>
>
>| Flag | BASE (ace2871) | HEAD (7f9dd8d) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|0|
>|common-and-other-modules|1|0|
>|spark-java-tests|15|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 44.74% -24.13%
+ Complexity 28482 8514 -19968
=============================================
Files 2478 1200 -1278
Lines 136699 62541 -74158
Branches 16634 6765 -9869
=============================================
- Hits 94150 27986 -66164
+ Misses 34980 31491 -3489
+ Partials 7569 3064 -4505
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `26.41% <38.88%> (-28.85%)` | :arrow_down: |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | `48.46% <32.14%> (-28.87%)` | :arrow_down: |
... and [2076 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310433801
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `2.62902%` with `1000 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 36.42%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`32e9f57`](https://app.codecov.io/gh/apache/hudi/commit/32e9f5726eb15baa694fd0ec75a7c68bd9f677a0?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (32e9f57). Click for more details.
>
> <details><summary>HEAD has 21 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (32e9f57) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|5|
>|spark-java-tests|13|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.87% 36.42% -32.45%
+ Complexity 28512 12491 -16021
=============================================
Files 2478 2039 -439
Lines 136805 115972 -20833
Branches 16662 15013 -1649
=============================================
- Hits 94229 42247 -51982
- Misses 34988 68551 +33563
+ Partials 7588 5174 -2414
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.69% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.33% <2.04%> (-14.95%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.11% <100.00%> (-37.50%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `79.62% <100.00%> (-12.97%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `50.64% <66.66%> (-20.36%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.41% <0.00%> (-35.90%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | `0.00% <0.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1818 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310471232
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `42.06426%` with `595 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.72%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`32e9f57`](https://app.codecov.io/gh/apache/hudi/commit/32e9f5726eb15baa694fd0ec75a7c68bd9f677a0?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 64.72% -4.16%
+ Complexity 28513 27285 -1228
============================================
Files 2478 2500 +22
Lines 136805 139396 +2591
Branches 16662 17214 +552
============================================
- Hits 94237 90231 -4006
- Misses 34980 41401 +6421
- Partials 7588 7764 +176
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.69% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.38% <20.37%> (-0.10%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.80% <33.69%> (-17.68%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.49% <41.67%> (-1.79%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.97% <20.68%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [370 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310499098
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.05648%` with `554 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.56%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`32e9f57`](https://app.codecov.io/gh/apache/hudi/commit/32e9f5726eb15baa694fd0ec75a7c68bd9f677a0?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 67.56% -1.32%
+ Complexity 28513 28459 -54
============================================
Files 2478 2500 +22
Lines 136805 139396 +2591
Branches 16662 17214 +552
============================================
- Hits 94237 94185 -52
- Misses 34980 37496 +2516
- Partials 7588 7715 +127
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.69% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.38% <20.37%> (-0.10%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.23% <40.11%> (-1.25%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.49% <41.67%> (-1.79%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.97% <20.68%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.66% <100.00%> (-0.41%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `64.93% <ø> (-19.02%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [84 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310557121
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.54333%` with `549 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.71%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`32e9f57`](https://app.codecov.io/gh/apache/hudi/commit/32e9f5726eb15baa694fd0ec75a7c68bd9f677a0?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 67.71% -1.17%
- Complexity 28513 28527 +14
============================================
Files 2478 2500 +22
Lines 136805 139396 +2591
Branches 16662 17214 +552
============================================
+ Hits 94237 94398 +161
- Misses 34980 37258 +2278
- Partials 7588 7740 +152
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.69% <34.78%> (-0.07%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.38% <20.37%> (-0.10%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.86% <42.45%> (-0.62%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.49% <41.67%> (-1.79%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.97% <20.68%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `81.81% <ø> (-2.14%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [56 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4310923525
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `32.11823%` with `689 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 34.85%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`44b2f07`](https://app.codecov.io/gh/apache/hudi/commit/44b2f073eddf8efc14714ab9ba4e11413c699b99?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 3 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 13.15% | [60 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 10.81% | [56 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 13.63% | [11 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [23 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (44b2f07). Click for more details.
>
> <details><summary>HEAD has 25 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (44b2f07) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|3|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 34.85% -34.04%
+ Complexity 28513 11413 -17100
=============================================
Files 2478 2004 -474
Lines 136805 111059 -25746
Branches 16662 13916 -2746
=============================================
- Hits 94237 38708 -55529
- Misses 34980 67653 +32673
+ Partials 7588 4698 -2890
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.74% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `27.30% <31.52%> (-17.98%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `33.50% <100.00%> (-41.11%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `42.92% <100.00%> (-36.39%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `42.85% <ø> (-41.10%)` | :arrow_down: |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
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| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4311041601
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4095466362
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `28.26531%` with `703 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 43.51%. Comparing base ([`967e456`](https://app.codecov.io/gh/apache/hudi/commit/967e456cc4569e85d20724f49631eac73561c422?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`d4b5b60`](https://app.codecov.io/gh/apache/hudi/commit/d4b5b60395fc7c6cc1503d062f05361867432ee7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 8.04% | [71 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 3.94% | [68 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 14.00% | [11 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 32.20% | [32 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 30.35% | [32 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [12 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (967e456) and HEAD (d4b5b60). Click for more details.
>
> <details><summary>HEAD has 5 uploads less than BASE</summary>
>
>| Flag | BASE (967e456) | HEAD (d4b5b60) |
>|------|------|------|
>|spark-scala-tests|5|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
>|spark-client-hadoop-common|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 66.51% 43.51% -23.00%
+ Complexity 26636 14298 -12338
=============================================
Files 2427 1996 -431
Lines 132655 110413 -22242
Branches 15994 13935 -2059
=============================================
- Hits 88235 48051 -40184
- Misses 37454 56930 +19476
+ Partials 6966 5432 -1534
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (?)` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.45% <27.92%> (-13.06%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.25% <20.93%> (-11.90%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `51.03% <100.00%> (-23.07%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `46.15% <ø> (-5.01%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `69.02% <66.66%> (-5.16%)` | :arrow_down: |
| ... and [29 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1759 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4095591167
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.98783%` with `572 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 65.50%. Comparing base ([`967e456`](https://app.codecov.io/gh/apache/hudi/commit/967e456cc4569e85d20724f49631eac73561c422?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`d4b5b60`](https://app.codecov.io/gh/apache/hudi/commit/d4b5b60395fc7c6cc1503d062f05361867432ee7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 49.42% | [37 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [16 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 66.88% 65.50% -1.38%
+ Complexity 26796 26560 -236
============================================
Files 2427 2448 +21
Lines 132655 135204 +2549
Branches 15994 16540 +546
============================================
- Hits 88730 88571 -159
- Misses 36935 39377 +2442
- Partials 6990 7256 +266
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <2.70%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (?)` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.02% <36.20%> (+1.02%)` | :arrow_up: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.86% <38.74%> (-1.02%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `38.62% <2.70%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.22% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `78.37% <100.00%> (+2.62%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `76.92% <ø> (+2.50%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [368 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323430938
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.78261%` with `30 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.82%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`8f53d19`](https://app.codecov.io/gh/apache/hudi/commit/8f53d19b8409a8a6b9b9df6f817a974f9f0d9cb4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 38.88% | [11 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (8f53d19). Click for more details.
>
> <details><summary>HEAD has 28 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (8f53d19) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 44.82% -24.08%
+ Complexity 28581 8527 -20054
=============================================
Files 2482 1201 -1281
Lines 137053 62642 -74411
Branches 16713 6781 -9932
=============================================
- Hits 94436 28081 -66355
+ Misses 35009 31473 -3536
+ Partials 7608 3088 -4520
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `26.41% <38.88%> (-28.85%)` | :arrow_down: |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | `48.46% <32.14%> (-28.87%)` | :arrow_down: |
... and [2080 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323574720
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.91059%` with `536 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.97%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`8f53d19`](https://app.codecov.io/gh/apache/hudi/commit/8f53d19b8409a8a6b9b9df6f817a974f9f0d9cb4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 66.97% -1.93%
+ Complexity 28581 28305 -276
============================================
Files 2482 2503 +21
Lines 137053 139641 +2588
Branches 16713 17264 +551
============================================
- Hits 94436 93529 -907
- Misses 35009 38375 +3366
- Partials 7608 7737 +129
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <25.45%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.88% <39.74%> (-4.63%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.39% <43.44%> (-0.84%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.91% <20.22%> (-0.04%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.66% <100.00%> (-0.41%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `72.72% <ø> (-11.23%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [184 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323899209
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `32.65306%` with `66 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 45.54%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 50.00% | [9 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (eba6217). Click for more details.
>
> <details><summary>HEAD has 23 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (eba6217) |
>|------|------|------|
>|spark-scala-tests|10|4|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 45.54% -23.36%
+ Complexity 28581 15456 -13125
=============================================
Files 2482 1991 -491
Lines 137053 111081 -25972
Branches 16713 13974 -2739
=============================================
- Hits 94436 50593 -43843
- Misses 35009 55128 +20119
+ Partials 7608 5360 -2248
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.47% <24.48%> (-12.76%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.94% <100.00%> (-36.67%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `51.07% <66.66%> (-19.93%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `54.71% <50.00%> (-19.76%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `61.90% <50.00%> (-17.05%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `55.93% <50.00%> (-17.66%)` | :arrow_down: |
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... and [1598 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323920209
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.48780%` with `610 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.80%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.45% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 64.80% -4.10%
+ Complexity 28581 27362 -1219
============================================
Files 2482 2503 +21
Lines 137053 139637 +2584
Branches 16713 17263 +550
============================================
- Hits 94436 90498 -3938
- Misses 35009 41486 +6477
- Partials 7608 7653 +45
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <19.76%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.76% <33.56%> (-17.74%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.13% <39.02%> (-1.10%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <19.76%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.82% <100.00%> (-1.80%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [375 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323905121
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.09756%` with `614 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 47.37%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.45% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (eba6217). Click for more details.
>
> <details><summary>HEAD has 17 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (eba6217) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|4|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 47.37% -21.54%
+ Complexity 28581 16790 -11791
=============================================
Files 2482 2042 -440
Lines 137053 116215 -20838
Branches 16713 15068 -1645
=============================================
- Hits 94436 55055 -39381
- Misses 35009 55284 +20275
+ Partials 7608 5876 -1732
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.16% <33.56%> (-17.35%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.15% <38.24%> (-13.08%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.74% <100.00%> (-24.87%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1527 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323912502
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.09756%` with `614 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 57.94%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.45% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (eba6217). Click for more details.
>
> <details><summary>HEAD has 15 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (eba6217) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|5|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 57.94% -10.97%
+ Complexity 28581 24516 -4065
=============================================
Files 2482 2503 +21
Lines 137053 139637 +2584
Branches 16713 17263 +550
=============================================
- Hits 94436 80911 -13525
- Misses 35009 51680 +16671
+ Partials 7608 7046 -562
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <19.76%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.76% <33.56%> (-17.74%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.15% <38.24%> (-13.08%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.61% <100.00%> (-10.00%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [652 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323903291
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `39.02439%` with `625 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 47.34%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 37.83% | [35 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 20.00% | [7 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.45% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 55.93% | [20 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (eba6217). Click for more details.
>
> <details><summary>HEAD has 18 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (eba6217) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 47.34% -21.56%
+ Complexity 28581 16780 -11801
=============================================
Files 2482 2042 -440
Lines 137053 116215 -20838
Branches 16713 15068 -1645
=============================================
- Hits 94436 55023 -39413
- Misses 35009 55313 +20304
+ Partials 7608 5879 -1729
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.57% <22.04%> (-16.93%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.15% <38.24%> (-13.08%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.74% <100.00%> (-24.87%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1527 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324583793
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.15905%` with `602 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.73%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 2 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.00% | [35 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 47.45% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 64.73% -4.18%
+ Complexity 28581 27368 -1213
============================================
Files 2482 2513 +31
Lines 137053 139836 +2783
Branches 16713 17287 +574
============================================
- Hits 94436 90520 -3916
- Misses 35009 41653 +6644
- Partials 7608 7663 +55
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <13.79%> (-0.07%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.76% <33.89%> (-17.74%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.14% <38.86%> (-1.09%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <15.51%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.82% <100.00%> (-1.80%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [381 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324597440
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `42.74354%` with `576 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.78%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 2 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 58.66% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 49.15% | [21 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 64.78% -4.13%
+ Complexity 28581 27387 -1194
============================================
Files 2482 2513 +31
Lines 137053 139836 +2783
Branches 16713 17287 +574
============================================
- Hits 94436 90586 -3850
- Misses 35009 41580 +6571
- Partials 7608 7670 +62
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <13.79%> (-0.07%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.76% <33.89%> (-17.74%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.23% <42.54%> (-1.00%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <15.51%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.82% <100.00%> (-1.80%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `57.14% <ø> (-26.81%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [375 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4322484468
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4322549889
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `43.63460%` with `580 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.63%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e1b063f`](https://app.codecov.io/gh/apache/hudi/commit/e1b063f63ad5de093bc6bc319d92aa0c68b2874b?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 50.00% | [21 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [22 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 64.63% -4.27%
+ Complexity 28581 27279 -1302
============================================
Files 2482 2503 +21
Lines 137053 139641 +2588
Branches 16713 17264 +551
============================================
- Hits 94436 90258 -4178
- Misses 35009 41749 +6740
- Partials 7608 7634 +26
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.80% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.12% <25.45%> (-0.35%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.76% <33.62%> (-17.74%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.81% <43.24%> (-1.41%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <20.22%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.82% <100.00%> (-1.80%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `57.14% <ø> (-26.81%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [390 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4322561036
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.00777%` with `535 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.81%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e1b063f`](https://app.codecov.io/gh/apache/hudi/commit/e1b063f63ad5de093bc6bc319d92aa0c68b2874b?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 67.81% -1.10%
- Complexity 28581 28621 +40
============================================
Files 2482 2503 +21
Lines 137053 139641 +2588
Branches 16713 17264 +551
============================================
+ Hits 94436 94697 +261
- Misses 35009 37246 +2237
- Partials 7608 7698 +90
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.80% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.12% <25.45%> (-0.35%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.19% <39.74%> (-1.31%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.60% <43.53%> (-0.63%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <20.22%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `72.72% <ø> (-11.23%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [52 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323602012
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.59086%` with `529 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.11%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`8f53d19`](https://app.codecov.io/gh/apache/hudi/commit/8f53d19b8409a8a6b9b9df6f817a974f9f0d9cb4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 68.11% -0.79%
- Complexity 28581 28806 +225
============================================
Files 2482 2503 +21
Lines 137053 139641 +2588
Branches 16713 17264 +551
============================================
+ Hits 94436 95120 +684
- Misses 35009 36736 +1727
- Partials 7608 7785 +177
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <25.45%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.80% <42.37%> (-0.70%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <43.63%> (-0.46%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.91% <20.22%> (-0.04%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [13 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324664319
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.31610%` with `530 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.14%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 2 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.00% | [22 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 59.32% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [18 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 67.14% -1.77%
+ Complexity 28581 28444 -137
============================================
Files 2482 2513 +31
Lines 137053 139836 +2783
Branches 16713 17287 +574
============================================
- Hits 94436 93890 -546
- Misses 35009 38128 +3119
- Partials 7608 7818 +210
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <13.79%> (-0.07%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <39.66%> (-4.63%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <42.84%> (-0.48%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <15.51%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.66% <100.00%> (-0.41%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `72.72% <ø> (-11.23%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [171 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3691750118
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## CI report:
* 92d3b918672682c89e22c4bc96a48975fc562d95 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10543)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316010607
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `2.82258%` with `964 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 46.35%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`4980c1c`](https://app.codecov.io/gh/apache/hudi/commit/4980c1c5b19d504775552014713e1e52ff5218ea?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (4980c1c). Click for more details.
>
> <details><summary>HEAD has 23 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (4980c1c) |
>|------|------|------|
>|spark-scala-tests|10|2|
>|spark-java-tests|15|2|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 46.35% -22.53%
+ Complexity 28513 16004 -12509
=============================================
Files 2478 2019 -459
Lines 136805 113585 -23220
Branches 16662 14484 -2178
=============================================
- Hits 94237 52657 -41580
- Misses 34980 55479 +20499
+ Partials 7588 5449 -2139
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.37%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.90% <17.20%> (-16.57%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.62% <1.83%> (-14.67%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `48.96% <100.00%> (-25.65%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `52.78% <66.66%> (-18.21%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.90% <0.00%> (-35.41%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1565 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316007636
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `28.28283%` with `71 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 47.47%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`4980c1c`](https://app.codecov.io/gh/apache/hudi/commit/4980c1c5b19d504775552014713e1e52ff5218ea?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 38.88% | [11 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark34CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.4.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark34CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjQueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM0Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 33.33% | [3 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 33.33% | [3 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [2 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (4980c1c). Click for more details.
>
> <details><summary>HEAD has 24 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (4980c1c) |
>|------|------|------|
>|spark-scala-tests|10|1|
>|spark-java-tests|15|2|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 47.47% -21.41%
+ Complexity 28513 16004 -12509
=============================================
Files 2478 1989 -489
Lines 136805 110917 -25888
Branches 16662 13849 -2813
=============================================
- Hits 94237 52657 -41580
- Misses 34980 52811 +17831
+ Partials 7588 5449 -2139
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.37%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.90% <17.20%> (-16.57%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.39% <20.68%> (-13.89%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `48.96% <100.00%> (-25.65%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `52.78% <66.66%> (-18.21%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.90% <0.00%> (-35.41%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `53.33% <0.00%> (-15.90%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `54.71% <50.00%> (-19.76%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4315596647
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `46.54333%` with `549 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.03%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`495c732`](https://app.codecov.io/gh/apache/hudi/commit/495c732c1c193463404ae62a5692363dc357102c?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [23 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 58.33% | [15 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 67.03% -1.86%
+ Complexity 28513 28172 -341
============================================
Files 2478 2501 +23
Lines 136805 139426 +2621
Branches 16662 17213 +551
============================================
- Hits 94237 93459 -778
- Misses 34980 38491 +3511
+ Partials 7588 7476 -112
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <20.37%> (-0.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.89% <42.45%> (-0.59%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `42.33% <41.57%> (-2.96%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.68%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `75.55% <100.00%> (-0.06%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `81.81% <ø> (-2.14%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [93 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317210172
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.44358%` with `530 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.09%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`41309af`](https://app.codecov.io/gh/apache/hudi/commit/41309af5cbb38df6d1f4b147242dcfe732815433?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 6 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 68.09% -0.79%
- Complexity 28513 28761 +248
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17227 +565
============================================
+ Hits 94237 94997 +760
- Misses 34980 36732 +1752
- Partials 7588 7769 +181
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.45%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.42% <20.00%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.85% <42.41%> (-0.63%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <43.67%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.45%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [32 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317607684
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.52478%` with `612 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.40%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7424bea`](https://app.codecov.io/gh/apache/hudi/commit/7424beacec8f30da2a82255b9aa0920e5fdee8c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 7 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (7424bea). Click for more details.
>
> <details><summary>HEAD has 17 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (7424bea) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|4|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 44.40% -24.49%
+ Complexity 28513 15594 -12919
=============================================
Files 2478 2040 -438
Lines 136805 116076 -20729
Branches 16662 15035 -1627
=============================================
- Hits 94237 51540 -42697
- Misses 34980 58673 +23693
+ Partials 7588 5863 -1725
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <34.78%> (+0.06%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.00%> (-27.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.19% <33.62%> (-17.28%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.19% <38.77%> (-13.09%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `49.74% <100.00%> (-24.87%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `81.48% <100.00%> (-11.12%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1666 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317700705
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.49368%` with `530 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.25%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7424bea`](https://app.codecov.io/gh/apache/hudi/commit/7424beacec8f30da2a82255b9aa0920e5fdee8c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 7 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 67.25% -1.64%
+ Complexity 28513 28352 -161
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
- Hits 94237 93813 -424
- Misses 34980 37817 +2837
- Partials 7588 7868 +280
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <34.78%> (+0.06%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.00%> (-27.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.78% <42.37%> (-0.70%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <43.63%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.22%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [177 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317746081
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.49368%` with `530 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.25%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7424bea`](https://app.codecov.io/gh/apache/hudi/commit/7424beacec8f30da2a82255b9aa0920e5fdee8c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 7 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 67.25% -1.64%
+ Complexity 28513 28353 -160
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
- Hits 94237 93817 -420
- Misses 34980 37814 +2834
- Partials 7588 7867 +279
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <34.78%> (+0.06%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.00%> (-27.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.86% <42.37%> (-0.61%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <43.63%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.22%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [174 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4318077180
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.59086%` with `529 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.10%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`a1f4169`](https://app.codecov.io/gh/apache/hudi/commit/a1f4169f0c8b0c3794d347927e8d72011a9d9568?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 8 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 68.10% -0.78%
- Complexity 28513 28753 +240
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
+ Hits 94237 95012 +775
- Misses 34980 36717 +1737
- Partials 7588 7769 +181
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.03%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.18% <25.45%> (-0.30%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.85% <42.37%> (-0.62%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <43.63%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.98% <20.22%> (-0.02%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [32 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4315370079
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `3.11587%` with `995 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 60.92%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`495c732`](https://app.codecov.io/gh/apache/hudi/commit/495c732c1c193463404ae62a5692363dc357102c?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (495c732). Click for more details.
>
> <details><summary>HEAD has 16 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (495c732) |
>|------|------|------|
>|spark-scala-tests|10|7|
>|spark-java-tests|15|3|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 60.92% -7.97%
+ Complexity 28513 25686 -2827
============================================
Files 2478 2501 +23
Lines 136805 139426 +2621
Branches 16662 17213 +551
============================================
- Hits 94237 84939 -9298
- Misses 34980 47333 +12353
+ Partials 7588 7154 -434
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <20.68%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <20.37%> (-0.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.55% <19.19%> (-16.93%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `41.17% <3.11%> (-4.11%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.68% <100.00%> (-1.94%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `85.18% <100.00%> (-7.41%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `54.93% <66.66%> (-16.07%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `56.09% <0.00%> (-23.22%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `72.88% <66.66%> (-0.71%)` | :arrow_down: |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [529 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316769021
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `43.19066%` with `584 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.77%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`560e41d`](https://app.codecov.io/gh/apache/hudi/commit/560e41d47a81043fc5f393211612f805dac959f8?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 50.00% | [21 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 59.45% | [22 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 66.77% -2.12%
+ Complexity 28513 28096 -417
============================================
Files 2478 2501 +23
Lines 136805 139492 +2687
Branches 16662 17227 +565
============================================
- Hits 94237 93144 -1093
- Misses 34980 38719 +3739
- Partials 7588 7629 +41
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.45%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.00%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.69% <34.92%> (-4.78%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.99% <41.24%> (-1.29%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.95% <20.45%> (-0.04%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.06% <100.00%> (-1.02%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `41.55% <ø> (-42.40%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [174 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317085072
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `27.27273%` with `64 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 46.59%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`41309af`](https://app.codecov.io/gh/apache/hudi/commit/41309af5cbb38df6d1f4b147242dcfe732815433?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 6 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 38.88% | [11 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [1 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (41309af). Click for more details.
>
> <details><summary>HEAD has 26 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (41309af) |
>|------|------|------|
>|spark-scala-tests|10|1|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 46.59% -22.29%
+ Complexity 28513 15110 -13403
=============================================
Files 2478 1954 -524
Lines 136805 106174 -30631
Branches 16662 12831 -3831
=============================================
- Hits 94237 49471 -44766
- Misses 34980 51595 +16615
+ Partials 7588 5108 -2480
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.42% <20.00%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.94% <20.45%> (-12.34%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `36.41% <100.00%> (-38.21%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `59.25% <0.00%> (-33.34%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `51.07% <66.66%> (-19.93%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.90% <0.00%> (-35.41%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `46.66% <0.00%> (-22.57%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `55.93% <50.00%> (-17.66%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| ... and [4 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "yihua (via GitHub)" <gi...@apache.org>.
yihua commented on code in PR #17674:
URL: https://github.com/apache/hudi/pull/17674#discussion_r3141067238
##########
hudi-client/hudi-spark-client/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/HoodieParquetReadSupport.scala:
##########
@@ -134,7 +134,11 @@ object HoodieParquetReadSupport {
hasMatchingField = true
trimParquetType(field, fileType.asGroupType().getType(field.getName))
} else {
- Some(field)
+ // Field exists in the requested schema but not in the file.
+ // Exclude it from the Parquet read schema; Spark's schema evolution
+ // will fill it with null. Including it would violate Spark 4.1's
+ // ParquetRowConverter assertion (parquetType.getFieldCount <= catalystType.length).
+ None
Review Comment:
I'll revisit this. This is for schema evolution for nested columns, and the case where the field exists in the requested schema but not in the file. So, making it `None` will keep the values as `null`, the same behavior as before.
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4315313929
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `2.73834%` with `959 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 37.39%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`495c732`](https://app.codecov.io/gh/apache/hudi/commit/495c732c1c193463404ae62a5692363dc357102c?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | 0.00% | [175 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 0.00% | [76 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 0.00% | [74 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 0.00% | [60 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 0.00% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 0.00% | [50 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 0.00% | [22 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [21 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (495c732). Click for more details.
>
> <details><summary>HEAD has 25 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (495c732) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|3|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 37.39% -31.49%
+ Complexity 28513 12270 -16243
=============================================
Files 2478 2002 -476
Lines 136805 111079 -25726
Branches 16662 13939 -2723
=============================================
- Hits 94237 41540 -52697
- Misses 34980 64413 +29433
+ Partials 7588 5126 -2462
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.75% <34.78%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.10% <2.12%> (-15.18%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.11% <100.00%> (-37.50%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `79.62% <100.00%> (-12.97%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `0.00% <ø> (-83.96%)` | :arrow_down: |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `50.64% <66.66%> (-20.36%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `43.41% <0.00%> (-35.90%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `46.66% <0.00%> (-22.57%)` | :arrow_down: |
| ... and [27 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317450142
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## CI report:
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* a55d8b9dd6776bfdaeb6e6486c3d461489e060be UNKNOWN
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* e67db99168a3372561003696147fed760ab66790 UNKNOWN
* 8f4824843da1076d23d63919a8738742b61f17d5 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13569)
* 560e41d47a81043fc5f393211612f805dac959f8 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13573)
* 0910f4531bccd2fd98b60cb34b0d4c8682ab3a8b UNKNOWN
* 00e093f11cf6ac0688fbc8c0b60e45b04e00fc4f UNKNOWN
* 41309af5cbb38df6d1f4b147242dcfe732815433 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13576)
* ecdb363b537b729a1c0462d9bf8ddfb7444e4609 UNKNOWN
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317690572
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.49368%` with `530 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 67.25%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`7424bea`](https://app.codecov.io/gh/apache/hudi/commit/7424beacec8f30da2a82255b9aa0920e5fdee8c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 7 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 67.25% -1.64%
+ Complexity 28513 28352 -161
============================================
Files 2478 2501 +23
Lines 136805 139498 +2693
Branches 16662 17230 +568
============================================
- Hits 94237 93813 -424
- Misses 34980 37817 +2837
- Partials 7588 7868 +280
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <34.78%> (+0.06%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `21.39% <20.00%> (-27.09%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.76% <42.37%> (-0.72%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <43.63%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.22%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [177 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4316162877
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `42.55112%` with `590 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 66.37%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`4980c1c`](https://app.codecov.io/gh/apache/hudi/commit/4980c1c5b19d504775552014713e1e52ff5218ea?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 5 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 58.10% | [23 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 46.42% | [10 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [20 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.88% 66.37% -2.51%
+ Complexity 28513 27932 -581
============================================
Files 2478 2501 +23
Lines 136805 139491 +2686
Branches 16662 17224 +562
============================================
- Hits 94237 92588 -1649
- Misses 34980 39374 +4394
+ Partials 7588 7529 -59
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.41% <20.68%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <34.78%> (-0.03%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.43% <20.37%> (-0.05%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.68% <34.95%> (-4.79%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.58% <41.77%> (-1.70%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.96% <20.68%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.74% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `66.06% <100.00%> (-1.02%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `38.96% <ø> (-44.99%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [196 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3685426573
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3691016428
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* 0b64ca43964361e3265794f62d8c5d0767b52292 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10539)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-3691869047
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323522330
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.01069%` with `607 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 64.81%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`8f53d19`](https://app.codecov.io/gh/apache/hudi/commit/8f53d19b8409a8a6b9b9df6f817a974f9f0d9cb4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 64.81% -4.09%
+ Complexity 28581 27368 -1213
============================================
Files 2482 2503 +21
Lines 137053 139641 +2588
Branches 16713 17264 +551
============================================
- Hits 94436 90508 -3928
- Misses 35009 41463 +6454
- Partials 7608 7670 +62
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <25.45%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.76% <33.62%> (-17.74%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.15% <39.55%> (-1.08%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.91% <20.22%> (-0.04%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `72.82% <100.00%> (-1.80%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [367 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323963350
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.90244%` with `534 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.12%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 59.32% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
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<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 68.12% -0.79%
- Complexity 28581 28807 +226
============================================
Files 2482 2503 +21
Lines 137053 139637 +2584
Branches 16713 17263 +550
============================================
+ Hits 94436 95123 +687
- Misses 35009 36732 +1723
- Partials 7608 7782 +174
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <19.76%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.79% <40.97%> (-0.71%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.76% <42.92%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <19.76%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [14 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4101828095
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"triggerType" : "PUSH"
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## CI report:
* cb936a49735b1fd03d449dccb5bb07da65b1af48 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=12716)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4095470236
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `34.69388%` with `640 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 43.61%. Comparing base ([`967e456`](https://app.codecov.io/gh/apache/hudi/commit/967e456cc4569e85d20724f49631eac73561c422?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`d4b5b60`](https://app.codecov.io/gh/apache/hudi/commit/d4b5b60395fc7c6cc1503d062f05361867432ee7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 32.18% | [50 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 31.57% | [34 Missing and 18 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 26.00% | [5 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 35.71% | [29 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.84% | [25 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (967e456) and HEAD (d4b5b60). Click for more details.
>
> <details><summary>HEAD has 5 uploads less than BASE</summary>
>
>| Flag | BASE (967e456) | HEAD (d4b5b60) |
>|------|------|------|
>|spark-scala-tests|5|3|
>|common-and-other-modules|1|0|
>|utilities|1|0|
>|spark-client-hadoop-common|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 66.51% 43.61% -22.91%
+ Complexity 26636 14326 -12310
=============================================
Files 2427 1996 -431
Lines 132655 110413 -22242
Branches 15994 13935 -2059
=============================================
- Hits 88235 48155 -40080
- Misses 37454 56815 +19361
+ Partials 6966 5443 -1523
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (?)` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `35.55% <34.39%> (-12.96%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.25% <20.93%> (-11.90%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `51.54% <100.00%> (-22.55%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.71% <ø> (-2.45%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...atasources/HoodieSpark41PartitionedFileUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FHoodieSpark41PartitionedFileUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvSG9vZGllU3Bhcms0MVBhcnRpdGlvbmVkRmlsZVV0aWxzLnNjYWxh) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `1.75% <ø> (ø)` | |
| ... and [29 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1757 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4095460854
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `28.13142%` with `700 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 41.79%. Comparing base ([`967e456`](https://app.codecov.io/gh/apache/hudi/commit/967e456cc4569e85d20724f49631eac73561c422?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`d4b5b60`](https://app.codecov.io/gh/apache/hudi/commit/d4b5b60395fc7c6cc1503d062f05361867432ee7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 8.04% | [71 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 3.94% | [68 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 14.00% | [11 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 32.20% | [32 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 30.35% | [32 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 9.09% | [19 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [12 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (967e456) and HEAD (d4b5b60). Click for more details.
>
> <details><summary>HEAD has 6 uploads less than BASE</summary>
>
>| Flag | BASE (967e456) | HEAD (d4b5b60) |
>|------|------|------|
>|spark-scala-tests|5|2|
>|common-and-other-modules|1|0|
>|utilities|1|0|
>|spark-client-hadoop-common|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 66.51% 41.79% -24.73%
+ Complexity 26636 13399 -13237
=============================================
Files 2427 1979 -448
Lines 132655 108103 -24552
Branches 15994 13443 -2551
=============================================
- Hits 88235 45178 -43057
- Misses 37454 57746 +20292
+ Partials 6966 5179 -1787
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (?)` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `30.42% <27.61%> (-18.09%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.54% <16.21%> (-11.61%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `40.20% <100.00%> (-33.89%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `46.15% <ø> (-5.01%)` | :arrow_down: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| [.../spark/sql/avro/HoodieSpark4\_1AvroSerializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroSerializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb1NlcmlhbGl6ZXIuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...l/parser/HoodieSpark4\_1ExtendedSqlAstBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlAstBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbEFzdEJ1aWxkZXIuc2NhbGE=) | `0.00% <ø> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `64.67% <66.66%> (-9.51%)` | :arrow_down: |
| ... and [28 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1780 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4095576679
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.97363%` with `582 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 63.48%. Comparing base ([`967e456`](https://app.codecov.io/gh/apache/hudi/commit/967e456cc4569e85d20724f49631eac73561c422?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`d4b5b60`](https://app.codecov.io/gh/apache/hudi/commit/d4b5b60395fc7c6cc1503d062f05361867432ee7?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 42.10% | [27 Missing and 17 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 49.42% | [37 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [3 Missing and 33 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 44.64% | [21 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 4.16% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 61.01% | [19 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [17 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 66.62% 63.48% -3.14%
+ Complexity 26664 25804 -860
============================================
Files 2427 2448 +21
Lines 132655 135204 +2549
Branches 15994 16540 +546
============================================
- Hits 88378 85838 -2540
- Misses 37336 42216 +4880
- Partials 6941 7150 +209
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.42% <2.70%> (-0.01%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (?)` | |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `47.83% <34.98%> (-0.68%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `43.86% <38.74%> (-1.43%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.22% <100.00%> (+0.13%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+1.41%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `78.37% <100.00%> (+2.62%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `69.23% <ø> (+18.06%)` | :arrow_up: |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [30 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [492 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
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</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4322539224
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `40.62196%` with `611 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 57.90%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e1b063f`](https://app.codecov.io/gh/apache/hudi/commit/e1b063f63ad5de093bc6bc319d92aa0c68b2874b?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 40.54% | [35 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 28.00% | [4 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 48.33% | [22 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...l/execution/datasources/orc/Spark41OrcReader.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Forc%2FSpark41OrcReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvb3JjL1NwYXJrNDFPcmNSZWFkZXIuc2NhbGE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [24 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 64.40% | [18 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 27.27% | [6 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [22 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (e1b063f). Click for more details.
>
> <details><summary>HEAD has 15 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (e1b063f) |
>|------|------|------|
>|spark-scala-tests|10|6|
>|spark-java-tests|15|5|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 57.90% -11.01%
+ Complexity 28581 24494 -4087
=============================================
Files 2482 2503 +21
Lines 137053 139641 +2588
Branches 16713 17264 +551
=============================================
- Hits 94436 80853 -13583
- Misses 35009 51733 +16724
+ Partials 7608 7055 -553
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.80% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.12% <25.45%> (-0.35%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.15% <33.62%> (-17.36%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.15% <38.77%> (-13.08%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
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|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `64.61% <100.00%> (-10.00%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `48.05% <ø> (-35.90%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark41HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...park/sql/avro/HoodieSpark4\_1AvroDeserializer.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSpark4_1AvroDeserializer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hdnJvL0hvb2RpZVNwYXJrNF8xQXZyb0Rlc2VyaWFsaXplci5zY2FsYQ==) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4323963855
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.90244%` with `534 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.12%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`eba6217`](https://app.codecov.io/gh/apache/hudi/commit/eba62172b183383ef5acdfce737a9fd4615d7819?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 59.32% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 39.28% | [11 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [18 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 68.12% -0.79%
- Complexity 28581 28807 +226
============================================
Files 2482 2503 +21
Lines 137053 139637 +2584
Branches 16713 17263 +550
============================================
+ Hits 94436 95123 +687
- Misses 35009 36732 +1723
- Partials 7608 7782 +174
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <19.76%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.83% <34.78%> (+<0.01%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.44% <26.92%> (-0.02%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.81% <42.34%> (-0.69%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.76% <42.92%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <19.76%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [33 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [14 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324095873
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `31.25000%` with `44 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 46.11%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`91871e2`](https://app.codecov.io/gh/apache/hudi/commit/91871e2b185c583ced770a0660a825adbe76a421?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [5 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 50.00% | [9 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | 66.66% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (91871e2). Click for more details.
>
> <details><summary>HEAD has 24 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (91871e2) |
>|------|------|------|
>|spark-scala-tests|10|3|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 46.11% -22.80%
+ Complexity 28581 15290 -13291
=============================================
Files 2482 1974 -508
Lines 137053 108695 -28358
Branches 16713 13462 -3251
=============================================
- Hits 94436 50120 -44316
- Misses 35009 53364 +18355
+ Partials 7608 5211 -2397
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <38.88%> (-0.01%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.75% <28.12%> (-12.48%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `37.94% <100.00%> (-36.67%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `45.45% <ø> (-9.10%)` | :arrow_down: |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `51.07% <66.66%> (-19.93%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | `46.66% <0.00%> (-22.57%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark33CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.3.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark33CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjMueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazMzQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `54.71% <50.00%> (-19.76%)` | :arrow_down: |
| [...che/spark/sql/HoodieSpark35CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3.5.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark35CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLjUueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazM1Q2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | `55.93% <50.00%> (-17.66%)` | :arrow_down: |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | `0.00% <0.00%> (-68.19%)` | :arrow_down: |
| ... and [3 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324704599
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `47.81312%` with `525 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.03%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 2 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.00% | [22 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 59.32% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [18 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 68.03% -0.88%
- Complexity 28581 28808 +227
============================================
Files 2482 2513 +31
Lines 137053 139836 +2783
Branches 16713 17287 +574
============================================
+ Hits 94436 95132 +696
- Misses 35009 36926 +1917
- Partials 7608 7778 +170
```
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|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <13.79%> (-0.07%)` | :arrow_down: |
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| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.46% <45.83%> (-0.01%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.80% <42.34%> (-0.70%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.76% <42.84%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <15.51%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `54.54% <ø> (ø)` | |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [32 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [24 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4322597765
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `48.59086%` with `529 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 68.11%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`e1b063f`](https://app.codecov.io/gh/apache/hudi/commit/e1b063f63ad5de093bc6bc319d92aa0c68b2874b?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...parquet/Spark41LegacyHoodieParquetFileFormat.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41LegacyHoodieParquetFileFormat.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxTGVnYWN5SG9vZGllUGFycXVldEZpbGVGb3JtYXQuc2NhbGE=) | 0.00% | [248 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...park/sql/hudi/analysis/HoodieSpark41Analysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSpark41Analysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL2FuYWx5c2lzL0hvb2RpZVNwYXJrNDFBbmFseXNpcy5zY2FsYQ==) | 46.05% | [25 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ark/sql/HoodieSpark41CatalystExpressionUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystExpressionUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RFeHByZXNzaW9uVXRpbHMuc2NhbGE=) | 30.00% | [3 Missing and 32 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...k/sql/parser/HoodieSpark4\_1ExtendedSqlParser.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fparser%2FHoodieSpark4_1ExtendedSqlParser.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9wYXJzZXIvSG9vZGllU3Bhcms0XzFFeHRlbmRlZFNxbFBhcnNlci5zY2FsYQ==) | 60.81% | [22 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_1Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_1Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8xQWRhcHRlci5zY2FsYQ==) | 60.00% | [15 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark41HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 12.50% | [21 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark41CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark41CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQxQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 72.88% | [12 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...ution/datasources/Spark41NestedSchemaPruning.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2FSpark41NestedSchemaPruning.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvU3Bhcms0MU5lc3RlZFNjaGVtYVBydW5pbmcuc2NhbGE=) | 6.25% | [11 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...n/datasources/parquet/Spark41DataSourceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41DataSourceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxRGF0YVNvdXJjZVV0aWxzLnNjYWxh) | 0.00% | [15 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...sql/hudi/Spark41ResolveHudiAlterTableCommand.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSpark41ResolveHudiAlterTableCommand.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9odWRpL1NwYXJrNDFSZXNvbHZlSHVkaUFsdGVyVGFibGVDb21tYW5kLnNjYWxh) | 45.45% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [19 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
============================================
- Coverage 68.90% 68.11% -0.80%
- Complexity 28581 28798 +217
============================================
Files 2482 2503 +21
Lines 137053 139641 +2588
Branches 16713 17264 +551
============================================
+ Hits 94436 95116 +680
- Misses 35009 36739 +1730
- Partials 7608 7786 +178
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <20.22%> (-0.02%)` | :arrow_down: |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.80% <34.78%> (-0.02%)` | :arrow_down: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.12% <25.45%> (-0.35%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.88% <42.37%> (-0.62%)` | :arrow_down: |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.76% <43.63%> (-0.47%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.92% <20.22%> (-0.03%)` | :arrow_down: |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `74.87% <100.00%> (+0.26%)` | :arrow_up: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `92.59% <100.00%> (ø)` | |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `58.33% <100.00%> (+3.78%)` | :arrow_up: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `67.27% <100.00%> (+0.19%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark3Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark3-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark3Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmszLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazNBZGFwdGVyLnNjYWxh) | `77.77% <100.00%> (+2.16%)` | :arrow_up: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `84.41% <ø> (+0.46%)` | :arrow_up: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...di/Spark41HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark41HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MUhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| ... and [34 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [18 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324456870
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `38.88889%` with `11 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 44.85%. Comparing base ([`29f9c40`](https://app.codecov.io/gh/apache/hudi/commit/29f9c4034c07080fe651bac5586bdee551dd006f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`960b482`](https://app.codecov.io/gh/apache/hudi/commit/960b4820dea68d94ac50bd2e7fa42e148e61d686?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 1 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 38.88% | [11 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
> :exclamation: There is a different number of reports uploaded between BASE (29f9c40) and HEAD (960b482). Click for more details.
>
> <details><summary>HEAD has 28 uploads less than BASE</summary>
>
>| Flag | BASE (29f9c40) | HEAD (960b482) |
>|------|------|------|
>|spark-client-hadoop-common|1|0|
>|spark-scala-tests|10|0|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.90% 44.85% -24.05%
+ Complexity 28581 8531 -20050
=============================================
Files 2482 1201 -1281
Lines 137053 62623 -74430
Branches 16713 6778 -9935
=============================================
- Hits 94436 28092 -66344
+ Misses 35009 31452 -3557
+ Partials 7608 3079 -4529
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <38.88%> (+0.03%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | `26.41% <38.88%> (-28.85%)` | :arrow_down: |
... and [2079 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(spark): Add Spark 4.1 support [hudi]
Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4317911050
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
:x: Patch coverage is `41.22807%` with `67 lines` in your changes missing coverage. Please review.
:white_check_mark: Project coverage is 46.50%. Comparing base ([`9d1f817`](https://app.codecov.io/gh/apache/hudi/commit/9d1f81744bd716817b2aa83430b63a0f69f3e4c1?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`a1f4169`](https://app.codecov.io/gh/apache/hudi/commit/a1f4169f0c8b0c3794d347927e8d72011a9d9568?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
:warning: Report is 7 commits behind head on master.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
|---|---|---|
| [...ain/java/org/apache/hudi/avro/HoodieAvroUtils.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9Ib29kaWVBdnJvVXRpbHMuamF2YQ==) | 32.14% | [14 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...pache/spark/sql/hudi/analysis/HoodieAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcmsvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9hbmFseXNpcy9Ib29kaWVBbmFseXNpcy5zY2FsYQ==) | 0.00% | [7 Missing and 8 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...hudi/hadoop/fs/inline/InLineFsDataInputStream.java](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fhadoop%2Ffs%2Finline%2FInLineFsDataInputStream.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2hhZG9vcC9mcy9pbmxpbmUvSW5MaW5lRnNEYXRhSW5wdXRTdHJlYW0uamF2YQ==) | 50.00% | [9 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/spark/sql/adapter/Spark4\_0Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FSpark4_0Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL1NwYXJrNF8wQWRhcHRlci5zY2FsYQ==) | 37.50% | [5 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [.../spark/sql/hudi/streaming/HoodieSourceOffset.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fstreaming%2FHoodieSourceOffset.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvc3RyZWFtaW5nL0hvb2RpZVNvdXJjZU9mZnNldC5zY2FsYQ==) | 0.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/SparkAdapterSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSparkAdapterSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL1NwYXJrQWRhcHRlclN1cHBvcnQuc2NhbGE=) | 0.00% | [1 Missing and 2 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...che/spark/sql/HoodieSpark40CatalystPlanUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieSpark40CatalystPlanUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9Ib29kaWVTcGFyazQwQ2F0YWx5c3RQbGFuVXRpbHMuc2NhbGE=) | 50.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [1 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| [...org/apache/hudi/Spark40HoodiePartitionValues.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionValues.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvblZhbHVlcy5zY2FsYQ==) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
| ... and [2 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
> :exclamation: There is a different number of reports uploaded between BASE (9d1f817) and HEAD (a1f4169). Click for more details.
>
> <details><summary>HEAD has 26 uploads less than BASE</summary>
>
>| Flag | BASE (9d1f817) | HEAD (a1f4169) |
>|------|------|------|
>|spark-scala-tests|10|1|
>|spark-java-tests|15|0|
>|common-and-other-modules|1|0|
>|utilities|1|0|
></details>
<details><summary>Additional details and impacted files</summary>
```diff
@@ Coverage Diff @@
## master #17674 +/- ##
=============================================
- Coverage 68.88% 46.50% -22.38%
+ Complexity 28513 15094 -13419
=============================================
Files 2478 1957 -521
Lines 136805 106083 -30722
Branches 16662 12864 -3798
=============================================
- Hits 94237 49335 -44902
- Misses 34980 51642 +16662
+ Partials 7588 5106 -2482
```
| [Flag](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.82% <34.78%> (+0.07%)` | :arrow_up: |
| [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.18% <25.45%> (-0.30%)` | :arrow_down: |
| [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
| [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.02% <33.33%> (-12.27%)` | :arrow_down: |
| [utilities](https://app.codecov.io/gh/apache/hudi/pull/17674/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `?` | |
Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
| [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/17674?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
|---|---|---|
| [.../main/scala/org/apache/hudi/HoodieSparkUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9odWRpL0hvb2RpZVNwYXJrVXRpbHMuc2NhbGE=) | `35.89% <100.00%> (-38.72%)` | :arrow_down: |
| [...rg/apache/spark/sql/HoodieCatalystPlansUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2FHoodieCatalystPlansUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvSG9vZGllQ2F0YWx5c3RQbGFuc1V0aWxzLnNjYWxh) | `33.33% <ø> (ø)` | |
| [...datasources/parquet/HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FHoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvZXhlY3V0aW9uL2RhdGFzb3VyY2VzL3BhcnF1ZXQvSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `88.88% <100.00%> (-3.71%)` | :arrow_down: |
| [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `50.00% <100.00%> (-4.55%)` | :arrow_down: |
| [...g/apache/spark/sql/adapter/BaseSpark4Adapter.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fadapter%2FBaseSpark4Adapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9hZGFwdGVyL0Jhc2VTcGFyazRBZGFwdGVyLnNjYWxh) | `45.45% <ø> (-38.50%)` | :arrow_down: |
| [...di/Spark40HoodiePartitionCDCFileGroupMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionCDCFileGroupMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkNEQ0ZpbGVHcm91cE1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [.../hudi/Spark40HoodiePartitionFileSliceMapping.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FSpark40HoodiePartitionFileSliceMapping.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvU3Bhcms0MEhvb2RpZVBhcnRpdGlvbkZpbGVTbGljZU1hcHBpbmcuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
| [...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=) | `50.64% <66.66%> (-20.35%)` | :arrow_down: |
| [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `50.24% <0.00%> (-29.07%)` | :arrow_down: |
| [...in/scala/org/apache/hudi/HoodieStreamingSink.scala](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieStreamingSink.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTdHJlYW1pbmdTaW5rLnNjYWxh) | `0.00% <0.00%> (-67.08%)` | :arrow_down: |
| ... and [9 more](https://app.codecov.io/gh/apache/hudi/pull/17674?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | |
... and [1642 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/17674/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
</details>
<details><summary> :rocket: New features to boost your workflow: </summary>
- :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
</details>
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Re: [PR] feat(spark): add Spark 4.1 support [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17674:
URL: https://github.com/apache/hudi/pull/17674#issuecomment-4324372754
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