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Posted to commits@hudi.apache.org by "voonhous (via GitHub)" <gi...@apache.org> on 2026/06/11 06:56:19 UTC

[PR] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

voonhous opened a new pull request, #18972:
URL: https://github.com/apache/hudi/pull/18972

   …r instead of per row
   
   ### Describe the issue this Pull Request addresses
   
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Re: [PR] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678544493

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 67.31%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   67.31%   -0.95%     
   + Complexity    29509    29104     -405     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    96057    -1297     
   - Misses        37271    38617    +1346     
   - Partials       8007     8023      +16     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.84% <100.00%> (-3.96%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.69% <96.00%> (-0.15%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [180 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4679557349

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   ## CI report:
   
   * 48b25e9c7c4002f617e1ac865a0210c5d2fe69da Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=14604) 
   
   <details>
   <summary>Bot commands</summary>
     @hudi-bot supports the following commands:
   
    - `@hudi-bot run azure` re-run the last Azure build
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Re: [PR] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678416733

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `96.00000%` with `1 line` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.53%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 96.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&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   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   65.53%   -2.73%     
   + Complexity    29509    27668    -1841     
   ============================================
     Files          2542     2521      -21     
     Lines        142632   140132    -2500     
     Branches      17789    17254     -535     
   ============================================
   - Hits          97354    91830    -5524     
   - Misses        37271    40628    +3357     
   + Partials       8007     7674     -333     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.69% <8.00%> (-17.11%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.67% <96.00%> (+0.84%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `86.45% <96.00%> (-3.20%)` | :arrow_down: |
   
   ... and [423 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "danny0405 (via GitHub)" <gi...@apache.org>.
danny0405 merged PR #18972:
URL: https://github.com/apache/hudi/pull/18972


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Re: [PR] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678339169

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `8.00000%` with `23 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 46.47%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 8.00% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?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 (86d1650) and HEAD (48b25e9). Click for more details.
   > 
   > <details><summary>HEAD has 31 uploads less than BASE</summary>
   >
   >| Flag | BASE (86d1650) | HEAD (48b25e9) |
   >|------|------|------|
   >|common-and-other-modules|1|0|
   >|spark-scala-tests|12|1|
   >|spark-java-tests|18|0|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18972       +/-   ##
   =============================================
   - Coverage     68.25%   46.47%   -21.79%     
   + Complexity    29509    15303    -14206     
   =============================================
     Files          2542     1975      -567     
     Lines        142632   107984    -34648     
     Branches      17789    13196     -4593     
   =============================================
   - Hits          97354    50184    -47170     
   - Misses        37271    52504    +15233     
   + Partials       8007     5296     -2711     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.96% <8.00%> (-11.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `55.20% <8.00%> (-34.45%)` | :arrow_down: |
   
   ... and [1698 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678594390

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 68.17%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   68.17%   -0.08%     
   + Complexity    29509    29482      -27     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    97288      -66     
   - Misses        37271    37417     +146     
   + Partials       8007     7992      -15     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.30% <100.00%> (-0.49%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <96.00%> (+0.02%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [46 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678484189

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 67.06%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   67.06%   -1.19%     
   + Complexity    29509    28936     -573     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    95703    -1651     
   - Misses        37271    38985    +1714     
   - Partials       8007     8009       +2     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `41.79% <100.00%> (-7.00%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.58% <96.00%> (-0.25%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [226 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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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   - :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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678438466

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `96.00000%` with `1 line` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.09%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 96.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&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   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   65.09%   -3.16%     
   + Complexity    29509    28073    -1436     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    92895    -4459     
   - Misses        37271    41828    +4557     
   + Partials       8007     7974      -33     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.29% <8.00%> (-17.50%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.89% <96.00%> (+0.05%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `86.45% <96.00%> (-3.20%)` | :arrow_down: |
   
   ... and [404 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678362675

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `8.00000%` with `23 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 59.03%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 8.00% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?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 (86d1650) and HEAD (48b25e9). Click for more details.
   > 
   > <details><summary>HEAD has 30 uploads less than BASE</summary>
   >
   >| Flag | BASE (86d1650) | HEAD (48b25e9) |
   >|------|------|------|
   >|spark-scala-tests|12|1|
   >|spark-java-tests|18|0|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   59.03%   -9.22%     
   + Complexity    29509    23715    -5794     
   ============================================
     Files          2542     2452      -90     
     Lines        142632   132476   -10156     
     Branches      17789    15531    -2258     
   ============================================
   - Hits          97354    78210   -19144     
   - Misses        37271    47686   +10415     
   + Partials       8007     6580    -1427     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.96% <8.00%> (-11.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `55.20% <8.00%> (-34.45%)` | :arrow_down: |
   
   ... and [790 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678446215

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `96.00000%` with `1 line` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.31%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 96.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&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   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   65.31%   -2.94%     
   + Complexity    29509    28223    -1286     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    93206    -4148     
   - Misses        37271    41414    +4143     
   - Partials       8007     8077      +70     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.29% <8.00%> (-17.50%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.45% <96.00%> (-0.39%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `86.45% <96.00%> (-3.20%)` | :arrow_down: |
   
   ... and [402 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678426393

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `96.00000%` with `1 line` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 64.87%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 96.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&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   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   64.87%   -3.39%     
   + Complexity    29509    27919    -1590     
   ============================================
     Files          2542     2542              
     Lines        142632   142683      +51     
     Branches      17789    17798       +9     
   ============================================
   - Hits          97354    92559    -4795     
   - Misses        37271    42253    +4982     
   + Partials       8007     7871     -136     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.69% <8.00%> (-17.11%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.33% <96.00%> (+0.50%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `86.45% <96.00%> (-3.20%)` | :arrow_down: |
   
   ... and [407 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678191503

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 44.77%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   > :exclamation:  There is a different number of reports uploaded between BASE (86d1650) and HEAD (48b25e9). Click for more details.
   > 
   > <details><summary>HEAD has 33 uploads less than BASE</summary>
   >
   >| Flag | BASE (86d1650) | HEAD (48b25e9) |
   >|------|------|------|
   >|spark-client-hadoop-common|1|0|
   >|common-and-other-modules|1|0|
   >|spark-scala-tests|12|0|
   >|spark-java-tests|18|0|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18972       +/-   ##
   =============================================
   - Coverage     68.25%   44.77%   -23.48%     
   + Complexity    29509     8536    -20973     
   =============================================
     Files          2542     1202     -1340     
     Lines        142632    62895    -79737     
     Branches      17789     6877    -10912     
   =============================================
   - Hits          97354    28163    -69191     
   + Misses        37271    31595     -5676     
   + Partials       8007     3137     -4870     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/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/18972/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/18972/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.
   [see 2141 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678371836

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `8.00000%` with `23 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 61.54%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 8.00% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?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 (86d1650) and HEAD (48b25e9). Click for more details.
   > 
   > <details><summary>HEAD has 27 uploads less than BASE</summary>
   >
   >| Flag | BASE (86d1650) | HEAD (48b25e9) |
   >|------|------|------|
   >|spark-scala-tests|12|1|
   >|spark-java-tests|18|2|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   61.54%   -6.72%     
   + Complexity    29509    25512    -3997     
   ============================================
     Files          2542     2499      -43     
     Lines        142632   137602    -5030     
     Branches      17789    16698    -1091     
   ============================================
   - Hits          97354    84683   -12671     
   - Misses        37271    45876    +8605     
   + Partials       8007     7043     -964     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.45% <8.00%> (-16.34%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.96% <8.00%> (-11.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `55.20% <8.00%> (-34.45%)` | :arrow_down: |
   
   ... and [609 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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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   - :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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678615662

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 68.24%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   68.24%   -0.01%     
   - Complexity    29509    29517       +8     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   + Hits          97354    97389      +35     
   - Misses        37271    37311      +40     
   + Partials       8007     7997      -10     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.62% <100.00%> (-0.17%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <96.00%> (+0.02%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [34 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678380862

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `8.00000%` with `23 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 60.71%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 8.00% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?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 (86d1650) and HEAD (48b25e9). Click for more details.
   > 
   > <details><summary>HEAD has 24 uploads less than BASE</summary>
   >
   >| Flag | BASE (86d1650) | HEAD (48b25e9) |
   >|------|------|------|
   >|spark-scala-tests|12|1|
   >|spark-java-tests|18|5|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   60.71%   -7.55%     
   + Complexity    29509    25599    -3910     
   ============================================
     Files          2542     2521      -21     
     Lines        142632   140132    -2500     
     Branches      17789    17254     -535     
   ============================================
   - Hits          97354    85076   -12278     
   - Misses        37271    47929   +10658     
   + Partials       8007     7127     -880     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.69% <8.00%> (-17.11%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.96% <8.00%> (-11.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `55.20% <8.00%> (-34.45%)` | :arrow_down: |
   
   ... and [597 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678537557

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 67.26%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   67.26%   -1.00%     
   + Complexity    29509    29071     -438     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    95979    -1375     
   - Misses        37271    38710    +1439     
   - Partials       8007     8008       +1     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.84% <100.00%> (-3.96%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.58% <96.00%> (-0.25%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [190 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678556524

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 68.15%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   68.15%   -0.10%     
   + Complexity    29509    29477      -32     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    97259      -95     
   - Misses        37271    37447     +176     
   + Partials       8007     7991      -16     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.20% <100.00%> (-0.60%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <96.00%> (+0.02%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [51 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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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   - :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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678045590

   <!--
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       "url" : "https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=14604",
       "triggerID" : "48b25e9c7c4002f617e1ac865a0210c5d2fe69da",
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   ## CI report:
   
   * 48b25e9c7c4002f617e1ac865a0210c5d2fe69da Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=14604) 
   
   <details>
   <summary>Bot commands</summary>
     @hudi-bot supports the following commands:
   
    - `@hudi-bot run azure` re-run the last Azure build
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Re: [PR] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678374751

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `8.00000%` with `23 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 61.56%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 8.00% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?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 (86d1650) and HEAD (48b25e9). Click for more details.
   > 
   > <details><summary>HEAD has 25 uploads less than BASE</summary>
   >
   >| Flag | BASE (86d1650) | HEAD (48b25e9) |
   >|------|------|------|
   >|spark-scala-tests|12|1|
   >|spark-java-tests|18|4|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   61.56%   -6.69%     
   + Complexity    29509    25514    -3995     
   ============================================
     Files          2542     2499      -43     
     Lines        142632   137602    -5030     
     Branches      17789    16706    -1083     
   ============================================
   - Hits          97354    84721   -12633     
   - Misses        37271    45840    +8569     
   + Partials       8007     7041     -966     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.08% <8.00%> (-16.71%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.96% <8.00%> (-11.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `55.20% <8.00%> (-34.45%)` | :arrow_down: |
   
   ... and [605 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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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   - :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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678493874

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 67.06%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   67.06%   -1.19%     
   + Complexity    29509    28936     -573     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    95704    -1650     
   - Misses        37271    38985    +1714     
   - Partials       8007     8008       +1     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `41.79% <100.00%> (-7.00%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.58% <96.00%> (-0.25%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [226 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678572886

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 68.16%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   68.16%   -0.10%     
   + Complexity    29509    29477      -32     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    97264      -90     
   - Misses        37271    37444     +173     
   + Partials       8007     7989      -18     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.25% <100.00%> (-0.54%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <96.00%> (+0.02%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [48 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678403671

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `96.00000%` with `1 line` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.31%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 96.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&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   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   65.31%   -2.95%     
   + Complexity    29509    27531    -1978     
   ============================================
     Files          2542     2521      -21     
     Lines        142632   140132    -2500     
     Branches      17789    17254     -535     
   ============================================
   - Hits          97354    91522    -5832     
   - Misses        37271    41030    +3759     
   + Partials       8007     7580     -427     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.69% <8.00%> (-17.11%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `46.13% <96.00%> (+1.29%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `86.45% <96.00%> (-3.20%)` | :arrow_down: |
   
   ... and [428 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678015682

   <!--
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   ## CI report:
   
   * 48b25e9c7c4002f617e1ac865a0210c5d2fe69da UNKNOWN
   
   <details>
   <summary>Bot commands</summary>
     @hudi-bot supports the following commands:
   
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Re: [PR] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678207031

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `0%` with `25 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 53.77%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 0.00% | [25 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?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 (86d1650) and HEAD (48b25e9). Click for more details.
   > 
   > <details><summary>HEAD has 32 uploads less than BASE</summary>
   >
   >| Flag | BASE (86d1650) | HEAD (48b25e9) |
   >|------|------|------|
   >|common-and-other-modules|1|0|
   >|spark-scala-tests|12|0|
   >|spark-java-tests|18|0|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18972       +/-   ##
   =============================================
   - Coverage     68.25%   53.77%   -14.49%     
   + Complexity    29509    12432    -17077     
   =============================================
     Files          2542     1434     -1108     
     Lines        142632    72275    -70357     
     Branches      17789     8318     -9471     
   =============================================
   - Hits          97354    38865    -58489     
   + Misses        37271    29891     -7380     
   + Partials       8007     3519     -4488     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/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/18972/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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `0.00% <0.00%> (-89.66%)` | :arrow_down: |
   
   ... and [1892 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678377290

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `8.00000%` with `23 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 60.71%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 8.00% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?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 (86d1650) and HEAD (48b25e9). Click for more details.
   > 
   > <details><summary>HEAD has 24 uploads less than BASE</summary>
   >
   >| Flag | BASE (86d1650) | HEAD (48b25e9) |
   >|------|------|------|
   >|spark-scala-tests|12|1|
   >|spark-java-tests|18|5|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   60.71%   -7.55%     
   + Complexity    29509    25599    -3910     
   ============================================
     Files          2542     2521      -21     
     Lines        142632   140132    -2500     
     Branches      17789    17254     -535     
   ============================================
   - Hits          97354    85076   -12278     
   - Misses        37271    47929   +10658     
   + Partials       8007     7127     -880     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.69% <8.00%> (-17.11%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.96% <8.00%> (-11.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `55.20% <8.00%> (-34.45%)` | :arrow_down: |
   
   ... and [597 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678502799

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 67.22%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   67.22%   -1.03%     
   + Complexity    29509    29059     -450     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    95934    -1420     
   - Misses        37271    38769    +1498     
   + Partials       8007     7994      -13     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.64% <100.00%> (-4.15%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.58% <96.00%> (-0.25%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [197 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678603625

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 68.23%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   68.23%   -0.03%     
   - Complexity    29509    29512       +3     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   + Hits          97354    97366      +12     
   - Misses        37271    37338      +67     
   + Partials       8007     7993      -14     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.58% <100.00%> (-0.22%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <96.00%> (+0.02%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [36 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678409593

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `96.00000%` with `1 line` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.31%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 96.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&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   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   65.31%   -2.94%     
   + Complexity    29509    27532    -1977     
   ============================================
     Files          2542     2521      -21     
     Lines        142632   140132    -2500     
     Branches      17789    17254     -535     
   ============================================
   - Hits          97354    91533    -5821     
   - Misses        37271    41023    +3752     
   + Partials       8007     7576     -431     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.69% <8.00%> (-17.11%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `46.14% <96.00%> (+1.30%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `86.45% <96.00%> (-3.20%)` | :arrow_down: |
   
   ... and [425 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678429900

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `96.00000%` with `1 line` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.08%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 96.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&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   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   65.08%   -3.18%     
   + Complexity    29509    28064    -1445     
   ============================================
     Files          2542     2542              
     Lines        142632   142683      +51     
     Branches      17789    17798       +9     
   ============================================
   - Hits          97354    92863    -4491     
   - Misses        37271    41843    +4572     
   + Partials       8007     7977      -30     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.69% <8.00%> (-17.11%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.89% <96.00%> (+0.05%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `86.45% <96.00%> (-3.20%)` | :arrow_down: |
   
   ... and [404 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678554848

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 68.15%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   68.15%   -0.10%     
   + Complexity    29509    29477      -32     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    97259      -95     
   - Misses        37271    37447     +176     
   + Partials       8007     7991      -16     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.20% <100.00%> (-0.60%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <96.00%> (+0.02%)` | :arrow_up: |
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   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [51 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678568651

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 68.15%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   68.15%   -0.10%     
   + Complexity    29509    29477      -32     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   - Hits          97354    97262      -92     
   - Misses        37271    37445     +174     
   + Partials       8007     7990      -17     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.22% <100.00%> (-0.58%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <96.00%> (+0.02%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [48 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678647529

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 68.26%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   + Coverage     68.25%   68.26%   +0.01%     
   - Complexity    29509    29531      +22     
   ============================================
     Files          2542     2542              
     Lines        142632   142697      +65     
     Branches      17789    17800      +11     
   ============================================
   + Hits          97354    97415      +61     
   - Misses        37271    37275       +4     
     Partials       8007     8007              
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.80% <100.00%> (+0.01%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.85% <96.00%> (+0.02%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `90.62% <100.00%> (+0.96%)` | :arrow_up: |
   
   ... and [28 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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] perf(spark): Resolve drop-partition-columns projection once per write… [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #18972:
URL: https://github.com/apache/hudi/pull/18972#issuecomment-4678378795

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18972?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 `8.00000%` with `23 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 60.71%. Comparing base ([`86d1650`](https://app.codecov.io/gh/apache/hudi/commit/86d1650d0f1915d710b4690cf461639e83626ebc?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`48b25e9`](https://app.codecov.io/gh/apache/hudi/commit/48b25e9c7c4002f617e1ac865a0210c5d2fe69da?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 9 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | 8.00% | [23 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18972?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 (86d1650) and HEAD (48b25e9). Click for more details.
   > 
   > <details><summary>HEAD has 24 uploads less than BASE</summary>
   >
   >| Flag | BASE (86d1650) | HEAD (48b25e9) |
   >|------|------|------|
   >|spark-scala-tests|12|1|
   >|spark-java-tests|18|5|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18972      +/-   ##
   ============================================
   - Coverage     68.25%   60.71%   -7.55%     
   + Complexity    29509    25599    -3910     
   ============================================
     Files          2542     2521      -21     
     Lines        142632   140132    -2500     
     Branches      17789    17254     -535     
   ============================================
   - Hits          97354    85076   -12278     
   - Misses        37271    47929   +10658     
   + Partials       8007     7127     -880     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18972/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/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <0.00%> (+0.03%)` | :arrow_up: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.77% <ø> (+0.10%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.07% <0.00%> (+0.01%)` | :arrow_up: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.69% <8.00%> (-17.11%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.96% <8.00%> (-11.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18972/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.27% <8.00%> (+<0.01%)` | :arrow_up: |
   
   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/18972?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...ion/commit/BulkInsertDataInternalWriterHelper.java](https://app.codecov.io/gh/apache/hudi/pull/18972?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Ftable%2Faction%2Fcommit%2FBulkInsertDataInternalWriterHelper.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvdGFibGUvYWN0aW9uL2NvbW1pdC9CdWxrSW5zZXJ0RGF0YUludGVybmFsV3JpdGVySGVscGVyLmphdmE=) | `55.20% <8.00%> (-34.45%)` | :arrow_down: |
   
   ... and [597 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18972/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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