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Posted to commits@hudi.apache.org by "voonhous (via GitHub)" <gi...@apache.org> on 2026/04/30 18:05:51 UTC

[PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

voonhous opened a new pull request, #18665:
URL: https://github.com/apache/hudi/pull/18665

   ### Describe the issue this Pull Request addresses
   
   BLOB writes require the full 3-field `{type, data, reference}` struct on  every row, even when only one sibling is used (`reference` is unused for INLINE, `data` is unused for OUT_OF_LINE). The boilerplate is the first thing people hit when writing a blob.
   
   ### Summary and Changelog
   
   - INLINE writes now accept `{type, data}`.
   - OUT_OF_LINE writes now accept `{type, reference}`.
   - Missing sibling is padded to null at the writer entry. Canonical 3-field input is a no-op.
   - Padding recurses through `StructType`, `ArrayType`, `MapType` (via Spark `transform` / `transform_values`), so partial blobs nested inside complex types work too.
   
   Changes:
   - `HoodieSparkSchemaConverters`: new public `padPartialBlobColumns(df)` plus recursive helpers (`padField`, `padDataType`, `padBlobStructValue`, `rebuiltType`).
   - `HoodieSparkSqlWriter.writeInternal`: pads the source DataFrame just before the schema-conversion / validation call.
   - `BlobTestHelpers`: added `inlineBlobStructColMinimal` and `outOfLineBlobStructColMinimal`.
   - `TestReadBlobSQL`: minimal-struct tests for INLINE and OUT_OF_LINE plus a nested struct/array/map case.
   - `TestBlobDataType`: SQL `named_struct` minimal-literal tests for both INLINE and OUT_OF_LINE.
   
   ### Impact
   
   User-facing: BLOB writes accept fewer fields. On-disk layout: unchanged (still canonical 3-field).
   Read path: untouched.
   Performance: padding short-circuits on canonical inputs (single schema walk, no projection emitted).
   
   ### Risk Level
   
   low
   
   Padding only fires when a partial blob field is detected by a quick schema scan. Canonical inputs hit an early return. Null-struct semantics are preserved with `when(col.isNull, lit(null))`.
   
   ### Documentation Update
   
   none
   
   ### Contributor's checklist
   
   - [x] Read through contributor's guide
   - [x] Enough context is provided in the sections above
   - [x] Adequate tests were added if applicable
   


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.

hudi-bot commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456160922

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   ## CI report:
   
   * dcb21ee65b1c37bfdfb3ae565bea9784a6f51924 UNKNOWN
   * 9947842ea41cfde8e709e473a4f9e72bbfcc1bd5 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13761) 
   * b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035 UNKNOWN
   
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456415911

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   :x: Patch coverage is `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 67.27%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
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   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     65.47%   67.27%   +1.80%     
   - Complexity    23552    28709    +5157     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    95032   +18203     
   - Misses        33523    38258    +4735     
   - Partials       6984     7961     +977     
   ```
   
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   |---|---|---|
   | [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.55% <58.37%> (-3.43%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.94% <43.24%> (+0.01%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
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   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.71% <50.00%> (-1.76%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355396548

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.42%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.06%   65.42%   -2.65%     
   + Complexity    28922    27770    -1152     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   - Hits          95682    92057    -3625     
   - Misses        37036    40670    +3634     
   - Partials       7856     7985     +129     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.58% <10.81%> (-17.06%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.89% <43.24%> (+0.19%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `59.93% <50.00%> (-18.54%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `59.74% <17.64%> (-17.35%)` | :arrow_down: |
   
   ... and [361 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355432275

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 67.29%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.06%   67.29%   -0.78%     
   + Complexity    28922    28608     -314     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   - Hits          95682    94689     -993     
   - Misses        37036    38100    +1064     
   - Partials       7856     7923      +67     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.34% <58.37%> (-3.30%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.71% <50.00%> (-1.76%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [143 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355382452

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 63.25%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.06%   63.25%   -4.81%     
   + Complexity    28922    26893    -2029     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   - Hits          95682    89009    -6673     
   - Misses        37036    43805    +6769     
   - Partials       7856     7898      +42     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.58% <10.81%> (-17.06%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.58% <43.24%> (-0.12%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `59.93% <50.00%> (-18.54%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `57.79% <17.64%> (-19.30%)` | :arrow_down: |
   
   ... and [492 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4880349286

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 196 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "shangxinli (via GitHub)" <gi...@apache.org>.

shangxinli commented on code in PR #18665:
URL: https://github.com/apache/hudi/pull/18665#discussion_r4371338259


##########
hudi-spark-datasource/hudi-spark/src/test/scala/org/apache/spark/sql/hudi/dml/schema/TestBlobDataType.scala:
##########
@@ -282,4 +283,346 @@ class TestBlobDataType extends HoodieSparkSqlTestBase {
         "Expected at least one .clean instant on the timeline after compaction")
     })
   }
+
+  test("Test Query Log Only MOR Table With BLOB INLINE column triggers compaction (Lance)") {
+    assume(System.getProperty("lance.skip.tests") != "true",
+      "Lance tests disabled via -Dlance.skip.tests=true")
+    // Covers log-only MOR ingest of INLINE blobs on a Lance base format, the inline
+    // compaction trigger, and the post-compaction inline read shape.
+
+    withRecordType()(withTempDir { tmp =>
+      val tablePath = new File(tmp, "hudi").getCanonicalPath
+      val tableName = generateTableName
+      spark.sql(
+        s"""
+           |create table $tableName (
+           |  id int,
+           |  data blob,
+           |  ts long
+           |) using hudi
+           | location '$tablePath'
+           | tblproperties (
+           |  primaryKey = 'id',
+           |  type = 'mor',
+           |  preCombineField = 'ts',
+           |  hoodie.index.type = 'INMEMORY',
+           |  hoodie.compact.inline = 'true',
+           |  hoodie.clean.commits.retained = '1',
+           |  'hoodie.table.base.file.format' = 'LANCE'
+           | )
+       """.stripMargin)
+
+      // Verify the LANCE config was actually persisted to hoodie.properties.
+      assertResult(HoodieFileFormat.LANCE)(
+        createMetaClient(spark, tablePath).getTableConfig.getBaseFileFormat)
+
+      spark.sql(s"insert into $tableName values (1, ${inlineBlobLiteral("01")}, 1000)")
+      spark.sql(s"insert into $tableName values (2, ${inlineBlobLiteral("02")}, 1000)")
+      spark.sql(s"insert into $tableName values (3, ${inlineBlobLiteral("03")}, 1000)")
+      assertResult(true)(DataSourceTestUtils.isLogFileOnly(tablePath))
+
+      spark.sql(
+        s"""
+           |merge into $tableName h0
+           |using (
+           |  select 1 as id, ${inlineBlobLiteral("11")} as data, 1001L as ts
+           |) s0
+           | on h0.id = s0.id
+           | when matched then update set *
+           |""".stripMargin)
+      assertResult(true)(DataSourceTestUtils.isLogFileOnly(tablePath))
+
+      spark.sql(
+        s"""
+           |merge into $tableName h0
+           |using (
+           |  select 4 as id, ${inlineBlobLiteral("04")} as data, 1000L as ts
+           |) s0
+           | on h0.id = s0.id
+           | when not matched then insert *
+           |""".stripMargin)
+
+      assertResult(false)(DataSourceTestUtils.isLogFileOnly(tablePath))
+
+      val bytesById = spark.sql(
+        s"select id, read_blob(data) as bytes from $tableName order by id"
+      ).collect().map(r => r.getInt(0) -> r.getAs[Array[Byte]]("bytes")).toMap
+      assertResult(4)(bytesById.size)
+      assert(bytesById(1).sameElements(Array(0x11.toByte)))
+      assert(bytesById(2).sameElements(Array(0x02.toByte)))
+      assert(bytesById(3).sameElements(Array(0x03.toByte)))
+      assert(bytesById(4).sameElements(Array(0x04.toByte)))
+
+      spark.sql(s"select id, data from $tableName order by id").collect().foreach { row =>
+        val blob = row.getStruct(1)
+        assertResult("INLINE")(blob.getString(blob.fieldIndex(HoodieSchema.Blob.TYPE)))
+        assert(!blob.isNullAt(blob.fieldIndex(HoodieSchema.Blob.INLINE_DATA_FIELD)))
+        // Lance materializes the `reference` struct as non-null with all-null leaves for
+        // INLINE rows (vs. a null struct on Parquet). `type` is the canonical INLINE
+        // discriminator per RFC-100; tolerate either shape and just check the leaves.
+        val refIdx = blob.fieldIndex(HoodieSchema.Blob.EXTERNAL_REFERENCE)
+        if (!blob.isNullAt(refIdx)) {
+          val ref = blob.getStruct(refIdx)
+          assert(ref.isNullAt(ref.fieldIndex(HoodieSchema.Blob.EXTERNAL_REFERENCE_PATH)))
+        }
+      }
+
+      val blobField = spark.table(tableName).schema.find(_.name == "data").get
+      assert(blobField.metadata.contains(HoodieSchema.TYPE_METADATA_FIELD),
+        s"Expected BLOB type metadata on data field after compaction, " +
+          s"got: ${blobField.metadata}")
+      assertResult(HoodieSchemaType.BLOB.name())(
+        blobField.metadata.getString(HoodieSchema.TYPE_METADATA_FIELD))
+
+      // 6th commit drives an auto-clean that retires the now-superseded log-only slice.
+      spark.sql(
+        s"""
+           |merge into $tableName h0
+           |using (
+           |  select 2 as id, ${inlineBlobLiteral("22")} as data, 1002L as ts
+           |) s0
+           | on h0.id = s0.id
+           | when matched then update set *
+           |""".stripMargin)
+      val updatedBytesById = spark.sql(
+        s"select id, read_blob(data) as bytes from $tableName order by id"
+      ).collect().map(r => r.getInt(0) -> r.getAs[Array[Byte]]("bytes")).toMap
+      assert(updatedBytesById(2).sameElements(Array(0x22.toByte)))
+
+      val metaClient = createMetaClient(spark, tablePath)
+      metaClient.reloadActiveTimeline()
+      assert(metaClient.getActiveTimeline.getCleanerTimeline.countInstants() > 0,
+        "Expected at least one .clean instant on the timeline after compaction")
+    })
+  }
+
+  test("Test Query Log Only MOR Table With BLOB OUT_OF_LINE column triggers compaction (Lance)") {
+    assume(System.getProperty("lance.skip.tests") != "true",
+      "Lance tests disabled via -Dlance.skip.tests=true")
+    // Lance writer has no BLOB handling today (RFC-100 Phase 2). Expected to fail

Review Comment:
   The comment says this is expected to fail until Lance gets BLOB support, but the test body below runs a full set of unconditional assertions on the written and compacted data with no exception handling, so either the comment is stale or this test is currently red.



##########
hudi-spark-datasource/hudi-spark3-common/src/main/scala/org/apache/spark/sql/hudi/command/InsertIntoHoodieTableCommand.scala:
##########
@@ -168,7 +168,13 @@ object InsertIntoHoodieTableCommand extends Logging with ProvidesHoodieConfig wi
     //       since such columns wouldn't be otherwise specified w/in the query itself and therefore couldn't be matched
     //       positionally for example
     val expectedQueryColumns = catalogTable.tableSchemaWithoutMetaFields.filterNot(f => staticPartitionValues.contains(f.name))
-    val coercedQueryOutput = coerceQueryOutputColumns(StructType(expectedQueryColumns), cleanedQuery, catalogTable, conf)
+    // Canonicalize partial BLOB struct expressions before TableOutputResolver runs,
+    // so OUT_OF_LINE-style `{type, reference}` literals (which Spark's positional
+    // struct check would otherwise reject for not aligning with the canonical
+    // `{type, data, reference}` layout) are accepted on the SQL ingest path.
+    val canonicalizedQuery = InsertBlobCanonicalizer.padPartialBlobsAgainstTarget(

Review Comment:
   padPartialBlobsAgainstTarget only gets wired into the INSERT INTO path here. MergeIntoHoodieTableCommand resolves its insert output with its own castIfNeeded logic and never calls this, so a partial out-of-line blob struct written through a merge insert clause skips canonicalization entirely.



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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6539523823

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   |---|---|---|
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   ```diff
   @@             Coverage Diff              @@
   ##             master   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
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   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6552157744

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
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   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6602298347

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 734 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.

hudi-bot commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4354983400

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   ## CI report:
   
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355408923

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.54%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.06%   65.54%   -2.52%     
   + Complexity    28922    27842    -1080     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   - Hits          95682    92236    -3446     
   - Misses        37036    40489    +3453     
   - Partials       7856     7987     +131     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.58% <10.81%> (-17.06%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.10% <43.24%> (+0.40%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `59.93% <50.00%> (-18.54%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `59.74% <17.64%> (-17.35%)` | :arrow_down: |
   
   ... and [335 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4946850133

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 240 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456398820

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 67.01%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     65.47%   67.01%   +1.54%     
   - Complexity    23552    28559    +5007     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    94665   +17836     
   - Misses        33523    38707    +5184     
   - Partials       6984     7879     +895     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.56% <57.29%> (-4.41%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.94% <43.24%> (+0.01%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.54% <50.00%> (-1.92%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [969 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456342624

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 47.56%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 18 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|15|4|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   47.56%   -17.92%     
   + Complexity    23551    17013     -6538     
   =============================================
     Files          2050     2051        +1     
     Lines        117336   117460      +124     
     Branches      15269    15317       +48     
   =============================================
   - Hits          76826    55870    -20956     
   - Misses        33525    55501    +21976     
   + Partials       6985     6089      -896     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.38% <10.81%> (-16.53%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.52% <43.24%> (-12.41%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `51.91% <17.64%> (-24.52%)` | :arrow_down: |
   
   ... and [918 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6506207259

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6511712871

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6547052535

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6419653163

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 717 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6398024405

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 712 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4405246968

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.10%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 15 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     68.06%   68.10%   +0.04%     
   - Complexity    28922    28947      +25     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   + Hits          95682    95835     +153     
   + Misses        37036    37010      -26     
   - Partials       7856     7867      +11     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.09% <58.37%> (+0.45%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [10 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4404378415

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.10%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 15 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     68.06%   68.10%   +0.04%     
   - Complexity    28922    28947      +25     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   + Hits          95682    95835     +153     
   + Misses        37036    37010      -26     
   - Partials       7856     7867      +11     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.09% <58.37%> (+0.45%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [10 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456411986

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 67.27%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     65.47%   67.27%   +1.80%     
   - Complexity    23552    28709    +5157     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    95031   +18202     
   - Misses        33523    38258    +4735     
   - Partials       6984     7962     +978     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.55% <58.37%> (-3.43%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.94% <43.24%> (+0.01%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.71% <50.00%> (-1.76%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [939 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456349270

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 47.86%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 17 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|15|5|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   47.86%   -17.62%     
   + Complexity    23551    17098     -6453     
   =============================================
     Files          2050     2051        +1     
     Lines        117336   117460      +124     
     Branches      15269    15317       +48     
   =============================================
   - Hits          76826    56220    -20606     
   - Misses        33525    55064    +21539     
   + Partials       6985     6176      -809     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.97% <10.81%> (-16.95%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.52% <43.24%> (-12.41%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.22% <17.64%> (-24.20%)` | :arrow_down: |
   
   ... and [912 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "hudi-agent (via GitHub)" <gi...@apache.org>.

hudi-agent commented on code in PR #18665:
URL: https://github.com/apache/hudi/pull/18665#discussion_r3245404446


##########
hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/HoodieSparkSqlWriter.scala:
##########
@@ -356,11 +357,15 @@ class HoodieSparkSqlWriterInternal {
 
       val shouldReconcileSchema = parameters(DataSourceWriteOptions.RECONCILE_SCHEMA.key()).toBoolean
       val latestTableSchemaOpt = getLatestTableSchema(tableMetaClient, schemaFromCatalog)
-      val df = if (preppedWriteOperation || preppedSparkSqlWrites || preppedSparkSqlMergeInto || sourceDf.isStreaming) {
+      val dfPreBlobPad = if (preppedWriteOperation || preppedSparkSqlWrites || preppedSparkSqlMergeInto || sourceDf.isStreaming) {

Review Comment:
   🤖 nit: `dfPreBlobPad` names the variable by its position in the pipeline rather than by what it holds. Something like `dfWithoutMetaCols` or `sourceDfStripped` would communicate the semantic purpose more directly to a reader who hasn't just read the adjacent lines.
   
   <sub><i>- AI-generated; verify before applying. React 👍/👎 to flag quality.</i></sub>



##########
hudi-client/hudi-spark-client/src/main/scala/org/apache/spark/sql/avro/HoodieSparkSchemaConverters.scala:
##########
@@ -409,6 +583,13 @@ object HoodieSparkSchemaConverters extends SparkAdapterSupport {
 
   private lazy val expectedBlobStructType: StructType = toSqlType(HoodieSchema.createBlob())._1.asInstanceOf[StructType]
 
+  // Spark type of the canonical reference sub-struct ({external_path, offset, length, managed}).
+  // Used by padPartialBlobColumns to construct lit(null).cast(...) for the missing reference
+  // field when a user supplies an INLINE-only `{type, data}` blob struct.
+  private lazy val expectedBlobReferenceStructType: DataType =
+    expectedBlobStructType.fields
+      .find(_.name == HoodieSchema.Blob.EXTERNAL_REFERENCE).get.dataType

Review Comment:
   🤖 nit: `.find(...).get` in a lazy val will surface as a bare NoSuchElementException with no context if EXTERNAL_REFERENCE is ever absent from expectedBlobStructType. Using `.getOrElse(throw new IllegalStateException("Missing EXTERNAL_REFERENCE in canonical blob struct"))` would give an actionable error if the schema ever changes.
   
   <sub><i>- AI-generated; verify before applying. React 👍/👎 to flag quality.</i></sub>



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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456434398

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665       +/-   ##
   =============================================
   + Coverage     45.00%   68.07%   +23.06%     
   - Complexity     8570    29043    +20473     
   =============================================
     Files          1202     2518     +1316     
     Lines         62816   141251    +78435     
     Branches       6811    17561    +10750     
   =============================================
   + Hits          28270    96154    +67884     
   - Misses        31428    37185     +5757     
   - Partials       3118     7912     +4794     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (?)` | |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.93% <58.37%> (?)` | |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (?)` | |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (?)` | |
   
   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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (ø)` | |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (ø)` | |
   
   ... and [2112 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355337104

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 48.31%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 27 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|3|
   >|spark-java-tests|18|2|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   48.31%   -19.75%     
   + Complexity    28922    16790    -12132     
   =============================================
     Files          2518     2027      -491     
     Lines        140574   114568    -26006     
     Branches      17419    14705     -2714     
   =============================================
   - Hits          95682    55354    -40328     
   - Misses        37036    53250    +16214     
   + Partials       7856     5964     -1892     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.75% <10.81%> (-15.89%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.47% <43.24%> (-11.23%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.92% <17.64%> (-24.17%)` | :arrow_down: |
   
   ... and [1569 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355466833

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.10%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     68.06%   68.10%   +0.03%     
   - Complexity    28922    28946      +24     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   + Hits          95682    95830     +148     
   + Misses        37036    37013      -23     
   - Partials       7856     7869      +13     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.95% <58.37%> (+0.31%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [14 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355475180

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.10%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     68.06%   68.10%   +0.03%     
   - Complexity    28922    28946      +24     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   + Hits          95682    95832     +150     
   + Misses        37036    37012      -24     
   - Partials       7856     7868      +12     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.98% <58.37%> (+0.35%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [13 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6509048212

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6554376619

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6529668767

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6716544110

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 763 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456540104

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665       +/-   ##
   =============================================
   + Coverage     46.80%   68.07%   +21.26%     
   - Complexity    15316    29043    +13727     
   =============================================
     Files          1963     2518      +555     
     Lines        107192   141251    +34059     
     Branches      13007    17561     +4554     
   =============================================
   + Hits          50173    96156    +45983     
   + Misses        51757    37183    -14574     
   - Partials       5262     7912     +2650     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (?)` | |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+11.83%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (?)` | |
   
   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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+26.54%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+23.18%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+25.30%)` | :arrow_up: |
   
   ... and [1663 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/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.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4882348566

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 202 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-5139524941

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 330 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-5192953270

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 371 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6560744185

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6521839287

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6431477970

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 718 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6540048598

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6547945063

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6590451488

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 733 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6611136363

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 734 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6614404511

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 734 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6641420333

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 744 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6858077206

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 781 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4845108368

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 177 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456403638

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 67.14%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     65.47%   67.14%   +1.66%     
   - Complexity    23552    28646    +5094     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    94840   +18011     
   - Misses        33523    38473    +4950     
   - Partials       6984     7938     +954     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.81% <57.29%> (-4.16%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.94% <43.24%> (+0.01%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.71% <50.00%> (-1.76%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [962 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456419390

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.02%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     65.47%   68.02%   +2.55%     
   - Complexity    23552    29013    +5461     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    96090   +19261     
   - Misses        33523    37261    +3738     
   - Partials       6984     7900     +916     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.86% <58.37%> (-0.11%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.94% <43.24%> (+0.01%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [844 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456421194

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.02%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     65.47%   68.02%   +2.55%     
   - Complexity    23552    29013    +5461     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    96090   +19261     
   - Misses        33523    37261    +3738     
   - Partials       6984     7900     +916     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.86% <58.37%> (-0.11%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.94% <43.24%> (+0.01%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [844 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355280831

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `68 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 53.95%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 0.00% | [68 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 32 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|0|
   >|spark-java-tests|18|0|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   53.95%   -14.12%     
   + Complexity    28922    12410    -16512     
   =============================================
     Files          2518     1433     -1085     
     Lines        140574    72038    -68536     
     Branches      17419     8230     -9189     
   =============================================
   - Hits          95682    38867    -56815     
   + Misses        37036    29686     -7350     
   + Partials       7856     3485     -4371     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `11.36% <0.00%> (-65.72%)` | :arrow_down: |
   
   ... and [1862 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355459654

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.10%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     68.06%   68.10%   +0.03%     
   - Complexity    28922    28946      +24     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   + Hits          95682    95828     +146     
   + Misses        37036    37014      -22     
   - Partials       7856     7870      +14     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.94% <58.37%> (+0.31%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [16 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355342135

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 48.05%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 24 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|18|2|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   48.05%   -20.02%     
   + Complexity    28922    17143    -11779     
   =============================================
     Files          2518     2048      -470     
     Lines        140574   117091    -23483     
     Branches      17419    15252     -2167     
   =============================================
   - Hits          95682    56263    -39419     
   - Misses        37036    54581    +17545     
   + Partials       7856     6247     -1609     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.75% <10.81%> (-15.89%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.07% <43.24%> (-11.63%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.92% <17.64%> (-24.17%)` | :arrow_down: |
   
   ... and [1553 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6395157596

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 712 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6815659095

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 775 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6526091390

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6521835022

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6534164805

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6544621069

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6555069443

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355495534

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.10%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     68.06%   68.10%   +0.03%     
   - Complexity    28922    28946      +24     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   + Hits          95682    95832     +150     
   + Misses        37036    37012      -24     
   - Partials       7856     7868      +12     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.37%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [13 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355345899

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 48.08%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 23 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|18|3|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   48.08%   -19.99%     
   + Complexity    28922    17153    -11769     
   =============================================
     Files          2518     2048      -470     
     Lines        140574   117091    -23483     
     Branches      17419    15252     -2167     
   =============================================
   - Hits          95682    56301    -39381     
   - Misses        37036    54546    +17510     
   + Partials       7856     6244     -1612     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.34% <10.81%> (-16.29%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.07% <43.24%> (-11.63%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.92% <17.64%> (-24.17%)` | :arrow_down: |
   
   ... and [1553 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355318085

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `41.08108%` with `109 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 48.84%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 38.33% | [27 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 72.72% | [0 Missing and 15 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 30 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|1|
   >|spark-java-tests|18|1|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   48.84%   -19.23%     
   + Complexity    28922    16218    -12704     
   =============================================
     Files          2518     1980      -538     
     Lines        140574   109478    -31096     
     Branches      17419    13527     -3892     
   =============================================
   - Hits          95682    53474    -42208     
   - Misses        37036    50441    +13405     
   + Partials       7856     5563     -2293     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.01% <8.64%> (-15.63%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.27% <41.08%> (-11.43%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `52.85% <50.00%> (-25.62%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `72.72% <72.72%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `35.95% <38.33%> (-10.72%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `46.42% <17.64%> (-30.66%)` | :arrow_down: |
   
   ... and [1609 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355340853

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 48.05%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 24 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|18|2|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   48.05%   -20.02%     
   + Complexity    28922    17143    -11779     
   =============================================
     Files          2518     2048      -470     
     Lines        140574   117091    -23483     
     Branches      17419    15252     -2167     
   =============================================
   - Hits          95682    56263    -39419     
   - Misses        37036    54581    +17545     
   + Partials       7856     6247     -1609     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.75% <10.81%> (-15.89%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.07% <43.24%> (-11.63%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.92% <17.64%> (-24.17%)` | :arrow_down: |
   
   ... and [1553 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355547838

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.10%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     68.06%   68.10%   +0.04%     
   - Complexity    28922    28946      +24     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   + Hits          95682    95834     +152     
   + Misses        37036    37010      -26     
   - Partials       7856     7868      +12     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.04% <58.37%> (+0.40%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [11 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456322170

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 47.71%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 23 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-scala-tests|12|4|
   >|spark-java-tests|15|1|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   47.71%   -17.77%     
   + Complexity    23551    16641     -6910     
   =============================================
     Files          2050     2034       -16     
     Lines        117336   115046     -2290     
     Branches      15269    14802      -467     
   =============================================
   - Hits          76826    54893    -21933     
   - Misses        33525    54323    +20798     
   + Partials       6985     5830     -1155     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.03% <8.64%> (-15.88%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.14% <43.24%> (-12.79%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `51.91% <17.64%> (-24.52%)` | :arrow_down: |
   
   ... and [935 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456414101

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 67.27%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     65.47%   67.27%   +1.80%     
   - Complexity    23552    28709    +5157     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    95032   +18203     
   - Misses        33523    38258    +4735     
   - Partials       6984     7961     +977     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.55% <58.37%> (-3.43%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.94% <43.24%> (+0.01%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.71% <50.00%> (-1.76%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [939 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6516193471

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6511707338

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6515050187

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6507585885

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6536584993

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/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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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6536591472

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6541276405

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6564467194

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6574095757

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 733 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6579834317

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 733 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4874909994

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 191 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4841912334

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 176 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456303778

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `40.21739%` with `110 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 38.41%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 16.17% | [53 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 36.66% | [27 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 74.07% | [0 Missing and 14 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 24 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-client-hadoop-common|1|0|
   >|spark-scala-tests|12|3|
   >|spark-java-tests|13|0|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   38.41%   -27.07%     
   + Complexity    23551    12759    -10792     
   =============================================
     Files          2050     2016       -34     
     Lines        117336   112487     -4849     
     Branches      15269    14203     -1066     
   =============================================
   - Hits          76823    43208    -33615     
   - Misses        33526    63995    +30469     
   + Partials       6987     5284     -1703     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.06% <40.21%> (-12.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `52.69% <50.00%> (-25.78%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `74.07% <74.07%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `34.83% <36.66%> (-11.84%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `50.31% <16.17%> (-26.11%)` | :arrow_down: |
   
   ... and [1260 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456506317

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665       +/-   ##
   =============================================
   + Coverage     45.00%   68.07%   +23.07%     
   - Complexity     8570    29043    +20473     
   =============================================
     Files          1202     2518     +1316     
     Lines         62816   141251    +78435     
     Branches       6811    17561    +10750     
   =============================================
   + Hits          28270    96156    +67886     
   - Misses        31428    37183     +5755     
   - Partials       3118     7912     +4794     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (?)` | |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.99% <58.37%> (?)` | |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (?)` | |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (?)` | |
   
   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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (ø)` | |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (ø)` | |
   
   ... and [2112 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456397256

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 66.98%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     65.47%   66.98%   +1.50%     
   - Complexity    23552    28529    +4977     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    94611   +17782     
   - Misses        33523    38773    +5250     
   - Partials       6984     7867     +883     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.56% <57.29%> (-4.41%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <43.24%> (-0.06%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.54% <50.00%> (-1.92%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [972 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.

hudi-bot commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355050280

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   ## CI report:
   
   * dcb21ee65b1c37bfdfb3ae565bea9784a6f51924 UNKNOWN
   * 9947842ea41cfde8e709e473a4f9e72bbfcc1bd5 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13761) 
   
   <details>
   <summary>Bot commands</summary>
     @hudi-bot supports the following commands:
   
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355352178

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 48.14%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 21 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|18|5|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   48.14%   -19.93%     
   + Complexity    28922    17176    -11746     
   =============================================
     Files          2518     2048      -470     
     Lines        140574   117091    -23483     
     Branches      17419    15252     -2167     
   =============================================
   - Hits          95682    56372    -39310     
   - Misses        37036    54484    +17448     
   + Partials       7856     6235     -1621     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.58% <10.81%> (-17.06%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.07% <43.24%> (-11.63%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.92% <17.64%> (-24.17%)` | :arrow_down: |
   
   ... and [1551 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355350653

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 48.11%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 22 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|18|4|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   48.11%   -19.96%     
   + Complexity    28922    17166    -11756     
   =============================================
     Files          2518     2048      -470     
     Lines        140574   117091    -23483     
     Branches      17419    15252     -2167     
   =============================================
   - Hits          95682    56338    -39344     
   - Misses        37036    54514    +17478     
   + Partials       7856     6239     -1617     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.97% <10.81%> (-16.67%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.07% <43.24%> (-11.63%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.92% <17.64%> (-24.17%)` | :arrow_down: |
   
   ... and [1552 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355420121

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.55%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.06%   65.55%   -2.52%     
   + Complexity    28922    27842    -1080     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   - Hits          95682    92237    -3445     
   - Misses        37036    40489    +3453     
   - Partials       7856     7986     +130     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.58% <10.81%> (-17.06%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.10% <43.24%> (+0.40%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `59.93% <50.00%> (-18.54%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `59.74% <17.64%> (-17.35%)` | :arrow_down: |
   
   ... and [335 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355582736

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.10%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     68.06%   68.10%   +0.04%     
   - Complexity    28922    28947      +25     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   + Hits          95682    95835     +153     
   + Misses        37036    37010      -26     
   - Partials       7856     7867      +11     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.09% <58.37%> (+0.45%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [10 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-5160832922

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 354 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6401858996

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 712 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6421337785

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 717 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6557176082

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6410864571

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 716 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6540636422

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6538692321

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6745457252

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 763 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456207837

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 45.00%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18665      +/-   ##
   ============================================
   - Coverage     48.28%   45.00%   -3.28%     
   + Complexity    16895     8571    -8324     
   ============================================
     Files          2029     1202     -827     
     Lines        114738    62816   -51922     
     Branches      14713     6811    -7902     
   ============================================
   - Hits          55404    28273   -27131     
   + Misses        53304    31426   -21878     
   + Partials       6030     3117    -2913     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/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 1423 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456352619

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 53.84%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 15 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|15|6|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   53.84%   -11.63%     
   + Complexity    23551    19042     -4509     
   =============================================
     Files          2050     2051        +1     
     Lines        117336   117474      +138     
     Branches      15269    15319       +50     
   =============================================
   - Hits          76826    63257    -13569     
   - Misses        33525    47431    +13906     
   + Partials       6985     6786      -199     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.57% <10.81%> (-17.34%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.52% <43.24%> (-12.41%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.86% <17.64%> (-23.56%)` | :arrow_down: |
   
   ... and [726 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456361545

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 60.83%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     65.47%   60.83%   -4.65%     
   - Complexity    23551    25893    +2342     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76826    85926    +9100     
   - Misses        33525    47806   +14281     
   - Partials       6985     7519     +534     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.57% <10.81%> (-17.34%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.52% <43.24%> (-12.41%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `53.82% <17.64%> (-22.61%)` | :arrow_down: |
   
   ... and [1299 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355433610

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 67.35%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.06%   67.35%   -0.71%     
   + Complexity    28922    28643     -279     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   - Hits          95682    94781     -901     
   - Misses        37036    38002     +966     
   - Partials       7856     7929      +73     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.60% <58.37%> (-3.04%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.71% <50.00%> (-1.76%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [134 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355294907

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `8.64865%` with `169 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 45.48%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 10.29% | [58 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 1.66% | [59 Missing :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 12.72% | [41 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 31 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|0|
   >|spark-java-tests|18|1|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   45.48%   -22.59%     
   + Complexity    28922    14876    -14046     
   =============================================
     Files          2518     1962      -556     
     Lines        140574   107095    -33479     
     Branches      17419    13015     -4404     
   =============================================
   - Hits          95682    48709    -46973     
   - Misses        37036    53356    +16320     
   + Partials       7856     5030     -2826     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.01% <8.64%> (-15.63%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `47.30% <50.00%> (-31.16%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `12.72% <12.72%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `4.49% <1.66%> (-42.18%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `33.11% <10.29%> (-43.97%)` | :arrow_down: |
   
   ... and [1698 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355566524

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.10%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     68.06%   68.10%   +0.04%     
   - Complexity    28922    28947      +25     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   + Hits          95682    95835     +153     
   + Misses        37036    37010      -26     
   - Partials       7856     7867      +11     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.07% <58.37%> (+0.43%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [10 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-5208059684

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 380 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6512601331

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6542196906

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6543670551

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6537575991

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6419639299

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 717 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6587296385

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 733 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6591967270

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 733 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6542820875

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6557870405

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6550215978

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6718084047

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 763 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6811446357

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 772 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355343629

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 48.08%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 23 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|18|3|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   48.08%   -19.99%     
   + Complexity    28922    17153    -11769     
   =============================================
     Files          2518     2048      -470     
     Lines        140574   117091    -23483     
     Branches      17419    15252     -2167     
   =============================================
   - Hits          95682    56301    -39381     
   - Misses        37036    54546    +17510     
   + Partials       7856     6244     -1612     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.34% <10.81%> (-16.29%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.07% <43.24%> (-11.63%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.92% <17.64%> (-24.17%)` | :arrow_down: |
   
   ... and [1553 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355427163

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 67.18%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.06%   67.18%   -0.89%     
   + Complexity    28922    28545     -377     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   - Hits          95682    94533    -1149     
   - Misses        37036    38280    +1244     
   - Partials       7856     7899      +43     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.64% <57.29%> (-3.99%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.18% <43.24%> (+0.48%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.54% <50.00%> (-1.92%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [167 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355391802

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 63.40%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.06%   63.40%   -4.66%     
   + Complexity    28922    26961    -1961     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   - Hits          95682    89219    -6463     
   - Misses        37036    43595    +6559     
   - Partials       7856     7898      +42     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.58% <10.81%> (-17.06%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.89% <43.24%> (+0.19%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `59.93% <50.00%> (-18.54%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `59.41% <17.64%> (-17.67%)` | :arrow_down: |
   
   ... and [468 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.

hudi-bot commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355626400

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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4948812713

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 240 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456314995

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `41.08108%` with `109 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 48.04%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 16.17% | [53 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 36.66% | [27 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 76.36% | [0 Missing and 13 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 24 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-scala-tests|12|3|
   >|spark-java-tests|15|1|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   48.04%   -17.43%     
   + Complexity    23551    16417     -7134     
   =============================================
     Files          2050     2016       -34     
     Lines        117336   112658     -4678     
     Branches      15269    14290      -979     
   =============================================
   - Hits          76826    54128    -22698     
   - Misses        33525    52877    +19352     
   + Partials       6985     5653     -1332     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.03% <8.64%> (-15.88%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.06% <40.21%> (-12.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.74% <50.00%> (-24.73%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `76.36% <76.36%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `34.83% <36.66%> (-11.84%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `50.95% <16.17%> (-25.47%)` | :arrow_down: |
   
   ... and [952 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456301529

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `40.21739%` with `110 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 38.41%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 16.17% | [53 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 36.66% | [27 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 74.07% | [0 Missing and 14 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 24 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-client-hadoop-common|1|0|
   >|spark-scala-tests|12|3|
   >|spark-java-tests|13|0|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   38.41%   -27.07%     
   + Complexity    23551    12759    -10792     
   =============================================
     Files          2050     2016       -34     
     Lines        117336   112487     -4849     
     Branches      15269    14203     -1066     
   =============================================
   - Hits          76823    43208    -33615     
   - Misses        33526    63995    +30469     
   + Partials       6987     5284     -1703     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.06% <40.21%> (-12.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `52.69% <50.00%> (-25.78%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `74.07% <74.07%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `34.83% <36.66%> (-11.84%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `50.31% <16.17%> (-26.11%)` | :arrow_down: |
   
   ... and [1260 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456351263

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 53.82%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 16 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|15|5|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   53.82%   -11.65%     
   + Complexity    23551    19033     -4518     
   =============================================
     Files          2050     2051        +1     
     Lines        117336   117460      +124     
     Branches      15269    15317       +48     
   =============================================
   - Hits          76826    63224    -13602     
   - Misses        33525    47446    +13921     
   + Partials       6985     6790      -195     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.97% <10.81%> (-16.95%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.52% <43.24%> (-12.41%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.86% <17.64%> (-23.56%)` | :arrow_down: |
   
   ... and [726 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/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.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456372700

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.31%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     65.47%   65.31%   -0.17%     
   - Complexity    23552    27820    +4268     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    92256   +15427     
   - Misses        33523    41016    +7493     
   - Partials       6984     7979     +995     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.57% <10.81%> (-17.40%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.73% <43.24%> (-0.19%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `59.93% <50.00%> (-18.54%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `58.91% <17.64%> (-17.51%)` | :arrow_down: |
   
   ... and [1129 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/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.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456367640

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.16%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     65.47%   65.16%   -0.32%     
   - Complexity    23552    27755    +4203     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    92048   +15219     
   - Misses        33523    41223    +7700     
   - Partials       6984     7980     +996     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.57% <10.81%> (-17.40%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.43% <43.24%> (-0.50%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `59.93% <50.00%> (-18.54%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `57.32% <17.64%> (-19.10%)` | :arrow_down: |
   
   ... and [1154 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456408074

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 67.17%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   + Coverage     65.47%   67.17%   +1.69%     
   - Complexity    23552    28659    +5107     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    94889   +18060     
   - Misses        33523    38419    +4896     
   - Partials       6984     7943     +959     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.06% <58.37%> (-3.92%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.94% <43.24%> (+0.01%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.71% <50.00%> (-1.76%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456426843

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.03%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665       +/-   ##
   =============================================
   + Coverage     45.00%   68.03%   +23.03%     
   - Complexity     8570    29020    +20450     
   =============================================
     Files          1202     2518     +1316     
     Lines         62816   141251    +78435     
     Branches       6811    17561    +10750     
   =============================================
   + Hits          28270    96104    +67834     
   - Misses        31428    37242     +5814     
   - Partials       3118     7905     +4787     
   ```
   
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   |---|---|---|
   | [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
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   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (?)` | |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.93% <58.37%> (?)` | |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.94% <43.24%> (?)` | |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (?)` | |
   
   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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (ø)` | |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (ø)` | |
   
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "hudi-agent (via GitHub)" <gi...@apache.org>.

hudi-agent commented on code in PR #18665:
URL: https://github.com/apache/hudi/pull/18665#discussion_r3170011503


##########
hudi-client/hudi-spark-client/src/main/scala/org/apache/spark/sql/avro/HoodieSparkSchemaConverters.scala:
##########
@@ -82,6 +84,178 @@ object HoodieSparkSchemaConverters extends SparkAdapterSupport {
   def validateCustomTypeStructures(structType: StructType): Unit =
     validateCustomTypeStructuresRecursive(structType)
 
+  /**
+   * Pads partial BLOB columns - anywhere they appear in the schema tree - to the canonical
+   * 3-field layout `{type, data, reference}` so the writer's row encoder always sees the
+   * full shape. Recurses through nested `StructType`, `ArrayType`, and `MapType` to mirror
+   * the validator's coverage.
+   *
+   * RFC-100 BLOB columns are physically a 3-field struct, but for INLINE writes only
+   * `{type, data}` is meaningful and for OUT_OF_LINE writes only `{type, reference}` is
+   * meaningful. This helper accepts either partial form on input and rewrites each row to
+   * the canonical 3-field shape with `lit(null)` filling in the missing field. Null blob
+   * structs (and null array elements / map values containing blobs) round-trip as null.
+   * Already-canonical blob columns pass through unchanged (idempotent).
+   *
+   * @param df the DataFrame whose BLOB columns may be partial at any nesting depth
+   * @return the input DataFrame if no partial blob columns were found, or a projected
+   *         DataFrame with each partial blob column rewritten to canonical shape
+   */
+  def padPartialBlobColumns(df: DataFrame): DataFrame = {
+    val caseSensitive = SQLConf.get.caseSensitiveAnalysis
+    if (!df.schema.fields.exists(f => fieldNeedsPad(f, caseSensitive))) {
+      df
+    } else {
+      val projected: Seq[Column] = df.schema.fields.map { f =>
+        if (fieldNeedsPad(f, caseSensitive)) {
+          padField(f, col(s"`${f.name}`"), caseSensitive).as(f.name, f.metadata)
+        } else {
+          col(s"`${f.name}`")
+        }
+      }
+      df.select(projected: _*)
+    }
+  }
+
+  /**
+   * Returns true if the field itself is a partial blob field that needs padding,
+   * or if any partial blob field exists somewhere inside its data type.
+   */
+  private def fieldNeedsPad(field: StructField, caseSensitive: Boolean): Boolean =
+    isPartialBlobField(field, caseSensitive) || typeNeedsPad(field.dataType, caseSensitive)
+
+  /**
+   * Returns true if the data type contains, anywhere within it, a BLOB-tagged StructField
+   * whose struct shape is a partial 2-field accepted layout.
+   */
+  private def typeNeedsPad(dataType: DataType, caseSensitive: Boolean): Boolean = dataType match {
+    case s: StructType => s.fields.exists(f => fieldNeedsPad(f, caseSensitive))
+    case ArrayType(elementType, _) => typeNeedsPad(elementType, caseSensitive)
+    case MapType(_, valueType, _) => typeNeedsPad(valueType, caseSensitive)
+    case _ => false
+  }
+
+  /**
+   * Returns true if `field` is tagged `hudi_type=BLOB` and its struct shape is one of the
+   * accepted partial layouts: `{type, data}` or `{type, reference}`. Canonical 3-field
+   * structs return false (no padding needed). Anything else also returns false - the strict
+   * validator will reject those downstream.
+   */
+  private def isPartialBlobField(field: StructField, caseSensitive: Boolean): Boolean = {
+    if (!field.metadata.contains(HoodieSchema.TYPE_METADATA_FIELD)) return false
+    val descriptorType = HoodieSchema
+      .parseTypeDescriptor(field.metadata.getString(HoodieSchema.TYPE_METADATA_FIELD))
+      .getType
+    if (descriptorType != HoodieSchemaType.BLOB) return false
+    field.dataType match {
+      case st: StructType if !isCanonicalBlobStruct(st) => isAcceptedPartialBlobStruct(st, caseSensitive)
+      case _ => false
+    }
+  }
+
+  private def isAcceptedPartialBlobStruct(st: StructType, caseSensitive: Boolean): Boolean = {
+    if (st.length != 2) return false
+    val key: String => String =
+      if (caseSensitive) identity else (_: String).toLowerCase(Locale.ROOT)
+    val names = st.fields.map(f => key(f.name)).toSet
+    val typeKey = key(HoodieSchema.Blob.TYPE)
+    val dataKey = key(HoodieSchema.Blob.INLINE_DATA_FIELD)
+    val refKey = key(HoodieSchema.Blob.EXTERNAL_REFERENCE)
+    names == Set(typeKey, dataKey) || names == Set(typeKey, refKey)
+  }
+
+  /**
+   * Builds a Column expression that rewrites the value at `sourceCol` (which has the same
+   * shape as `field.dataType`) to its post-padding canonical shape. Used by
+   * [[padPartialBlobColumns]] and recursively by itself for nested struct fields.
+   *
+   * The caller is responsible for `.as(field.name, field.metadata)` on the returned column;
+   * this method produces an unaliased value expression so it can also be used inside
+   * `transform`/`transform_values` lambdas.
+   */
+  private def padField(field: StructField, sourceCol: Column, caseSensitive: Boolean): Column = {
+    if (isPartialBlobField(field, caseSensitive)) {
+      padBlobStructValue(sourceCol, field.dataType.asInstanceOf[StructType], caseSensitive)
+    } else {
+      padDataType(field.dataType, sourceCol, caseSensitive)
+    }
+  }
+
+  /**
+   * Builds a Column expression that rewrites a value at `sourceCol` (whose shape is
+   * `dataType`) so any partial blob structs nested anywhere inside are padded to canonical.
+   * If no padding is needed inside `dataType`, returns `sourceCol` directly.
+   */
+  private def padDataType(dataType: DataType, sourceCol: Column, caseSensitive: Boolean): Column = {
+    if (!typeNeedsPad(dataType, caseSensitive)) return sourceCol
+    dataType match {
+      case s: StructType =>
+        val rebuiltFields: Seq[Column] = s.fields.map { f =>
+          val childExpr = sourceCol.getField(f.name)
+          padField(f, childExpr, caseSensitive).as(f.name)
+        }
+        // Preserve null-struct semantics: a null source struct must round-trip as null,
+        // not as a non-null struct with all-null fields produced by `struct(...)`.
+        when(sourceCol.isNull, lit(null).cast(rebuiltType(s, caseSensitive)))
+          .otherwise(struct(rebuiltFields: _*))
+
+      case ArrayType(elementType, _) =>
+        // transform() preserves the array's null-ness; the lambda handles null elements.
+        transform(sourceCol, (x: Column) => padDataType(elementType, x, caseSensitive))
+
+      case MapType(_, valueType, _) =>
+        // transform_values() preserves the map's null-ness; lambda handles null values.
+        transform_values(sourceCol, (_: Column, v: Column) => padDataType(valueType, v, caseSensitive))
+
+      case _ => sourceCol
+    }
+  }
+
+  /**
+   * Rewrites a (possibly null) blob-struct value at `blobCol` to the canonical 3-field
+   * shape, padding the missing sibling field with `lit(null)`. Preserves null-struct
+   * semantics: a null source struct round-trips as null.
+   */
+  private def padBlobStructValue(blobCol: Column, st: StructType, caseSensitive: Boolean): Column = {
+    val key: String => String =
+      if (caseSensitive) identity else (_: String).toLowerCase(Locale.ROOT)
+    val present = st.fields.map(f => key(f.name)).toSet

Review Comment:
   🤖 When rebuilding a non-blob struct that contains a nested partial blob, the inner `padField(...).as(f.name)` doesn't propagate `f.metadata`, so the rebuilt struct's nested BLOB-tagged field loses its `HoodieSchema.TYPE_METADATA_FIELD` on the resulting DataFrame schema. The null branch via `rebuiltType` does preserve metadata, which makes the two branches asymmetric. Was this intentional (relying on the catalog/table schema downstream) or should it be `.as(f.name, f.metadata)` to keep validators / consumers that introspect the DF schema happy?
   
   <sub><i>- AI-generated; verify before applying. React 👍/👎 to flag quality.</i></sub>



##########
hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/spark/sql/hudi/blob/ReadBlobRule.scala:
##########
@@ -86,39 +87,72 @@ case class ReadBlobRule(spark: SparkSession) extends Rule[LogicalPlan] {
     plan.expressions.exists(containsReadBlobInExpression)
   }
 
+  /**
+   * Wraps `child` with one [[BatchedBlobRead]] per distinct blob source expression.
+   * Non-attribute sources are first projected to a synthetic top-level alias so the
+   * downstream nodes can address them as plain top-level attributes.
+   *
+   * @return the augmented plan plus a mapping from each source expression's
+   *         canonicalized form to the [[BatchedBlobRead.dataAttr]] that should
+   *         replace the corresponding `read_blob()` call.
+   */
   private def wrapWithBlobReads(
-      blobColumns: Seq[AttributeReference],
-      child: LogicalPlan): (LogicalPlan, Map[ExprId, Attribute]) = {
-    if (blobColumns.isEmpty) {
+      sources: Seq[Expression],
+      child: LogicalPlan): (LogicalPlan, Map[Expression, Attribute]) = {
+    if (sources.isEmpty) {
       throw new IllegalStateException("read_blob() found but no valid blob column reference extracted.")
     }
-    blobColumns.foldLeft((child: LogicalPlan, Map.empty[ExprId, Attribute])) {
-      case ((currentPlan, mapping), blobAttr) =>
-        // Type compatibility check (early fail for non-struct columns)
-        blobAttr.dataType match {
-          case struct: StructType if DataType.equalsIgnoreCaseAndNullability(struct, org.apache.spark.sql.types.BlobType.dataType) =>
-            // Valid blob column
-          case _ =>
-            throw new IllegalArgumentException(
-              s"Blob column '${blobAttr.name}' must be compatible with BlobType (type, data, reference struct), found: ${blobAttr.dataType}")
-        }
-        val blobRead = BatchedBlobRead(currentPlan, blobAttr)
-        (blobRead, mapping + (blobAttr.exprId -> blobRead.dataAttr))
+
+    // Per source: either reuse an existing top-level AttributeReference, or synthesize a
+    // fresh Alias that we will project onto the plan to lift the nested expression into a
+    // top-level attribute. We keep the original source expression so we can key the final
+    // mapping by its canonicalized form.
+    case class Binding(source: Expression, blobAttr: AttributeReference, lift: Option[Alias])
+    val bindings: Seq[Binding] = sources.map {
+      case attr: AttributeReference =>
+        Binding(attr, attr, None)
+      case other =>
+        // Deterministic alias name from the canonicalized form so identical nested
+        // sub-trees (e.g. across SELECT and WHERE) get the same alias name.

Review Comment:
   🤖 `Integer.toHexString(other.canonicalized.hashCode())` can collide between two genuinely different source expressions, in which case we'd inject two `Alias`es with the same name into the synthetic `Project`. Different ExprIds make plan addressing safe, but Spark name resolution within that Project would be ambiguous. Probably benign in practice — flagging in case a longer or `UUID`-suffixed alias name is preferable.
   
   <sub><i>- AI-generated; verify before applying. React 👍/👎 to flag quality.</i></sub>



##########
hudi-client/hudi-spark-client/src/main/scala/org/apache/spark/sql/avro/HoodieSparkSchemaConverters.scala:
##########
@@ -82,6 +84,178 @@ object HoodieSparkSchemaConverters extends SparkAdapterSupport {
   def validateCustomTypeStructures(structType: StructType): Unit =
     validateCustomTypeStructuresRecursive(structType)
 
+  /**
+   * Pads partial BLOB columns - anywhere they appear in the schema tree - to the canonical
+   * 3-field layout `{type, data, reference}` so the writer's row encoder always sees the
+   * full shape. Recurses through nested `StructType`, `ArrayType`, and `MapType` to mirror
+   * the validator's coverage.
+   *
+   * RFC-100 BLOB columns are physically a 3-field struct, but for INLINE writes only
+   * `{type, data}` is meaningful and for OUT_OF_LINE writes only `{type, reference}` is
+   * meaningful. This helper accepts either partial form on input and rewrites each row to
+   * the canonical 3-field shape with `lit(null)` filling in the missing field. Null blob
+   * structs (and null array elements / map values containing blobs) round-trip as null.
+   * Already-canonical blob columns pass through unchanged (idempotent).
+   *
+   * @param df the DataFrame whose BLOB columns may be partial at any nesting depth
+   * @return the input DataFrame if no partial blob columns were found, or a projected
+   *         DataFrame with each partial blob column rewritten to canonical shape
+   */
+  def padPartialBlobColumns(df: DataFrame): DataFrame = {
+    val caseSensitive = SQLConf.get.caseSensitiveAnalysis
+    if (!df.schema.fields.exists(f => fieldNeedsPad(f, caseSensitive))) {
+      df
+    } else {
+      val projected: Seq[Column] = df.schema.fields.map { f =>
+        if (fieldNeedsPad(f, caseSensitive)) {
+          padField(f, col(s"`${f.name}`"), caseSensitive).as(f.name, f.metadata)
+        } else {
+          col(s"`${f.name}`")
+        }
+      }
+      df.select(projected: _*)
+    }
+  }
+
+  /**
+   * Returns true if the field itself is a partial blob field that needs padding,
+   * or if any partial blob field exists somewhere inside its data type.
+   */
+  private def fieldNeedsPad(field: StructField, caseSensitive: Boolean): Boolean =
+    isPartialBlobField(field, caseSensitive) || typeNeedsPad(field.dataType, caseSensitive)
+
+  /**
+   * Returns true if the data type contains, anywhere within it, a BLOB-tagged StructField
+   * whose struct shape is a partial 2-field accepted layout.
+   */
+  private def typeNeedsPad(dataType: DataType, caseSensitive: Boolean): Boolean = dataType match {
+    case s: StructType => s.fields.exists(f => fieldNeedsPad(f, caseSensitive))
+    case ArrayType(elementType, _) => typeNeedsPad(elementType, caseSensitive)
+    case MapType(_, valueType, _) => typeNeedsPad(valueType, caseSensitive)
+    case _ => false
+  }
+
+  /**
+   * Returns true if `field` is tagged `hudi_type=BLOB` and its struct shape is one of the
+   * accepted partial layouts: `{type, data}` or `{type, reference}`. Canonical 3-field
+   * structs return false (no padding needed). Anything else also returns false - the strict
+   * validator will reject those downstream.
+   */
+  private def isPartialBlobField(field: StructField, caseSensitive: Boolean): Boolean = {
+    if (!field.metadata.contains(HoodieSchema.TYPE_METADATA_FIELD)) return false
+    val descriptorType = HoodieSchema
+      .parseTypeDescriptor(field.metadata.getString(HoodieSchema.TYPE_METADATA_FIELD))
+      .getType
+    if (descriptorType != HoodieSchemaType.BLOB) return false
+    field.dataType match {
+      case st: StructType if !isCanonicalBlobStruct(st) => isAcceptedPartialBlobStruct(st, caseSensitive)
+      case _ => false
+    }
+  }
+
+  private def isAcceptedPartialBlobStruct(st: StructType, caseSensitive: Boolean): Boolean = {
+    if (st.length != 2) return false
+    val key: String => String =
+      if (caseSensitive) identity else (_: String).toLowerCase(Locale.ROOT)
+    val names = st.fields.map(f => key(f.name)).toSet
+    val typeKey = key(HoodieSchema.Blob.TYPE)
+    val dataKey = key(HoodieSchema.Blob.INLINE_DATA_FIELD)
+    val refKey = key(HoodieSchema.Blob.EXTERNAL_REFERENCE)
+    names == Set(typeKey, dataKey) || names == Set(typeKey, refKey)
+  }
+
+  /**
+   * Builds a Column expression that rewrites the value at `sourceCol` (which has the same
+   * shape as `field.dataType`) to its post-padding canonical shape. Used by
+   * [[padPartialBlobColumns]] and recursively by itself for nested struct fields.
+   *
+   * The caller is responsible for `.as(field.name, field.metadata)` on the returned column;
+   * this method produces an unaliased value expression so it can also be used inside
+   * `transform`/`transform_values` lambdas.
+   */
+  private def padField(field: StructField, sourceCol: Column, caseSensitive: Boolean): Column = {
+    if (isPartialBlobField(field, caseSensitive)) {
+      padBlobStructValue(sourceCol, field.dataType.asInstanceOf[StructType], caseSensitive)
+    } else {
+      padDataType(field.dataType, sourceCol, caseSensitive)
+    }
+  }
+
+  /**
+   * Builds a Column expression that rewrites a value at `sourceCol` (whose shape is
+   * `dataType`) so any partial blob structs nested anywhere inside are padded to canonical.
+   * If no padding is needed inside `dataType`, returns `sourceCol` directly.
+   */
+  private def padDataType(dataType: DataType, sourceCol: Column, caseSensitive: Boolean): Column = {
+    if (!typeNeedsPad(dataType, caseSensitive)) return sourceCol
+    dataType match {
+      case s: StructType =>
+        val rebuiltFields: Seq[Column] = s.fields.map { f =>
+          val childExpr = sourceCol.getField(f.name)
+          padField(f, childExpr, caseSensitive).as(f.name)
+        }
+        // Preserve null-struct semantics: a null source struct must round-trip as null,
+        // not as a non-null struct with all-null fields produced by `struct(...)`.
+        when(sourceCol.isNull, lit(null).cast(rebuiltType(s, caseSensitive)))
+          .otherwise(struct(rebuiltFields: _*))
+
+      case ArrayType(elementType, _) =>
+        // transform() preserves the array's null-ness; the lambda handles null elements.
+        transform(sourceCol, (x: Column) => padDataType(elementType, x, caseSensitive))
+
+      case MapType(_, valueType, _) =>
+        // transform_values() preserves the map's null-ness; lambda handles null values.
+        transform_values(sourceCol, (_: Column, v: Column) => padDataType(valueType, v, caseSensitive))
+
+      case _ => sourceCol
+    }
+  }
+
+  /**
+   * Rewrites a (possibly null) blob-struct value at `blobCol` to the canonical 3-field
+   * shape, padding the missing sibling field with `lit(null)`. Preserves null-struct
+   * semantics: a null source struct round-trips as null.
+   */
+  private def padBlobStructValue(blobCol: Column, st: StructType, caseSensitive: Boolean): Column = {
+    val key: String => String =
+      if (caseSensitive) identity else (_: String).toLowerCase(Locale.ROOT)
+    val present = st.fields.map(f => key(f.name)).toSet
+    val typeCol = blobCol.getField(HoodieSchema.Blob.TYPE).as(HoodieSchema.Blob.TYPE)
+    val dataCol = if (present.contains(key(HoodieSchema.Blob.INLINE_DATA_FIELD))) {
+      blobCol.getField(HoodieSchema.Blob.INLINE_DATA_FIELD).as(HoodieSchema.Blob.INLINE_DATA_FIELD)
+    } else {
+      lit(null).cast(BinaryType).as(HoodieSchema.Blob.INLINE_DATA_FIELD)
+    }
+    val refCol = if (present.contains(key(HoodieSchema.Blob.EXTERNAL_REFERENCE))) {
+      blobCol.getField(HoodieSchema.Blob.EXTERNAL_REFERENCE).as(HoodieSchema.Blob.EXTERNAL_REFERENCE)
+    } else {
+      lit(null).cast(expectedBlobReferenceStructType).as(HoodieSchema.Blob.EXTERNAL_REFERENCE)
+    }
+    when(blobCol.isNull, lit(null).cast(expectedBlobStructType))
+      .otherwise(struct(typeCol, dataCol, refCol))
+  }
+
+  /**
+   * Returns the post-padding DataType corresponding to `dataType`: every accepted partial
+   * blob struct is replaced by `expectedBlobStructType`; nested struct/array/map containers
+   * are rebuilt with their inner types similarly transformed. Used to provide the

Review Comment:
   🤖 nit: `rebuiltType` sits in the middle of a `pad*`-named family (`padPartialBlobColumns`, `padDataType`, `padBlobStructValue`, `padField`) but doesn't follow that convention. Could you rename it to `paddedType` (or `canonicalType`) so readers immediately understand its role without having to read the Javadoc?
   
   <sub><i>- AI-generated; verify before applying. React 👍/👎 to flag quality.</i></sub>



##########
hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/HoodieSparkSqlWriter.scala:
##########
@@ -356,11 +357,15 @@ class HoodieSparkSqlWriterInternal {
 
       val shouldReconcileSchema = parameters(DataSourceWriteOptions.RECONCILE_SCHEMA.key()).toBoolean
       val latestTableSchemaOpt = getLatestTableSchema(tableMetaClient, schemaFromCatalog)

Review Comment:
   🤖 nit: `dfPreBlobPad` is a bit hard to parse at a glance. Could you call it `unpaddedDf` (or `rawDf`) to make the before/after relationship with `val df = …padPartialBlobColumns(…)` on line 367 immediately clear?
   
   <sub><i>- AI-generated; verify before applying. React 👍/👎 to flag quality.</i></sub>



##########
hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/HoodieSparkSqlWriter.scala:
##########
@@ -356,11 +357,15 @@ class HoodieSparkSqlWriterInternal {
 
       val shouldReconcileSchema = parameters(DataSourceWriteOptions.RECONCILE_SCHEMA.key()).toBoolean
       val latestTableSchemaOpt = getLatestTableSchema(tableMetaClient, schemaFromCatalog)
-      val df = if (preppedWriteOperation || preppedSparkSqlWrites || preppedSparkSqlMergeInto || sourceDf.isStreaming) {
+      val dfPreBlobPad = if (preppedWriteOperation || preppedSparkSqlWrites || preppedSparkSqlMergeInto || sourceDf.isStreaming) {
         sourceDf
       } else {
         sourceDf.drop(HoodieRecord.HOODIE_META_COLUMNS.asScala.toSeq: _*)
       }
+      // RFC-100 BLOB QoL: accept partial INLINE-only `{type,data}` or OUT_OF_LINE-only
+      // `{type,reference}` user inputs by padding the missing sibling field with null at the
+      // ingest boundary. No-op for already-canonical 3-field structs.
+      val df = HoodieSparkSchemaConverters.padPartialBlobColumns(dfPreBlobPad)

Review Comment:
   🤖 Padding now runs on the prepped/streaming branches too (where the early-return previously kept `sourceDf` untouched). The canonical-input short-circuit should make this a no-op, but is there any prepped path where the input dataframe has already been encoded such that running this projection through it could change semantics (e.g. lazy plan invalidation, breaking pre-bound encoders)? If not, all good — just calling it out.
   
   <sub><i>- AI-generated; verify before applying. React 👍/👎 to flag quality.</i></sub>



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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6607044727

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
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   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
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   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6429962158

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 718 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/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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   - :package: [JS Bundle Analysis](https://docs.codecov.com/docs/javascript-bundle-analysis): Save yourself from yourself by tracking and limiting bundle sizes in JS merges.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6524094127

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6781429498

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 767 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355109729

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 44.95%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 33 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|0|
   >|spark-java-tests|18|0|
   >|utilities|1|0|
   >|spark-client-hadoop-common|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   44.95%   -23.12%     
   + Complexity    28922     8528    -20394     
   =============================================
     Files          2518     1201     -1317     
     Lines        140574    62650    -77924     
     Branches      17419     6778    -10641     
   =============================================
   - Hits          95682    28163    -67519     
   + Misses        37036    31382     -5654     
   + Partials       7856     3105     -4751     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/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/18665/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 2117 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.

hudi-bot commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355014998

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   ## CI report:
   
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355363308

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 58.62%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 19 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|18|6|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@             Coverage Diff              @@
   ##             master   #18665      +/-   ##
   ============================================
   - Coverage     68.06%   58.62%   -9.45%     
   + Complexity    28922    24947    -3975     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   - Hits          95682    82492   -13190     
   - Misses        37036    50815   +13779     
   + Partials       7856     7405     -451     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.58% <10.81%> (-17.06%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.07% <43.24%> (-11.63%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `54.22% <17.64%> (-22.87%)` | :arrow_down: |
   
   ... and [659 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4859387486

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 181 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456340318

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 47.54%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 19 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-scala-tests|12|6|
   >|spark-java-tests|15|3|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   47.54%   -17.94%     
   + Complexity    23551    17001     -6550     
   =============================================
     Files          2050     2051        +1     
     Lines        117336   117446      +110     
     Branches      15269    15315       +46     
   =============================================
   - Hits          76826    55834    -20992     
   - Misses        33525    55519    +21994     
   + Partials       6985     6093      -892     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.77% <10.81%> (-16.15%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.52% <43.24%> (-12.41%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `51.91% <17.64%> (-24.52%)` | :arrow_down: |
   
   ... and [919 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456334803

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 47.24%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 22 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-scala-tests|12|5|
   >|spark-java-tests|15|1|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   47.24%   -18.24%     
   + Complexity    23551    16848     -6703     
   =============================================
     Files          2050     2051        +1     
     Lines        117336   117418       +82     
     Branches      15269    15311       +42     
   =============================================
   - Hits          76826    55472    -21354     
   - Misses        33525    55931    +22406     
   + Partials       6985     6015      -970     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.03% <8.64%> (-15.88%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.01% <43.24%> (-12.92%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `51.91% <17.64%> (-24.52%)` | :arrow_down: |
   
   ... and [925 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/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.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.

hudi-bot commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456369693

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   ## CI report:
   
   * dcb21ee65b1c37bfdfb3ae565bea9784a6f51924 UNKNOWN
   * 9947842ea41cfde8e709e473a4f9e72bbfcc1bd5 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13761) 
   * b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13994) 
   
   <details>
   <summary>Bot commands</summary>
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456312037

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `40.21739%` with `110 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 44.97%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 16.17% | [53 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 36.66% | [27 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 74.07% | [0 Missing and 14 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (e5afbba) and HEAD (b4f6f5e). Click for more details.
   > 
   > <details><summary>HEAD has 25 uploads less than BASE</summary>
   >
   >| Flag | BASE (e5afbba) | HEAD (b4f6f5e) |
   >|------|------|------|
   >|spark-scala-tests|12|3|
   >|spark-java-tests|15|0|
   >|utilities|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     65.47%   44.97%   -20.50%     
   + Complexity    23551    15435     -8116     
   =============================================
     Files          2050     2016       -34     
     Lines        117336   112506     -4830     
     Branches      15269    14224     -1045     
   =============================================
   - Hits          76826    50602    -26224     
   - Misses        33525    56557    +23032     
   + Partials       6985     5347     -1638     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.06% <40.21%> (-12.87%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `52.69% <50.00%> (-25.78%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `74.07% <74.07%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `34.83% <36.66%> (-11.84%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `50.31% <16.17%> (-26.11%)` | :arrow_down: |
   
   ... and [1028 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/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.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456394178

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 65.39%. Comparing base ([`e5afbba`](https://app.codecov.io/gh/apache/hudi/commit/e5afbba54f3e6162bb1a5ec3865404c342c57b52?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 1 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     65.47%   65.39%   -0.09%     
   - Complexity    23552    27853    +4301     
   ============================================
     Files          2050     2518     +468     
     Lines        117336   141251   +23915     
     Branches      15269    17561    +2292     
   ============================================
   + Hits          76829    92370   +15541     
   - Misses        33523    40913    +7390     
   - Partials       6984     7968     +984     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `31.57% <10.81%> (-17.40%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.87% <43.24%> (-0.06%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.05%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `59.93% <50.00%> (-18.54%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `58.91% <17.64%> (-17.51%)` | :arrow_down: |
   
   ... and [1108 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456426232

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.03%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665       +/-   ##
   =============================================
   + Coverage     45.00%   68.03%   +23.03%     
   - Complexity     8570    29020    +20450     
   =============================================
     Files          1202     2518     +1316     
     Lines         62816   141251    +78435     
     Branches       6811    17561    +10750     
   =============================================
   + Hits          28270    96104    +67834     
   - Misses        31428    37242     +5814     
   - Partials       3118     7905     +4787     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (?)` | |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (?)` | |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.93% <58.37%> (?)` | |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.94% <43.24%> (?)` | |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (?)` | |
   
   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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (ø)` | |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (ø)` | |
   
   ... and [2112 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.

hudi-bot commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4456754580

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   ## CI report:
   
   * dcb21ee65b1c37bfdfb3ae565bea9784a6f51924 UNKNOWN
   * b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=13994) 
   
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355338745

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :x: Patch coverage is `43.24324%` with `105 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 47.79%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 17.64% | [52 Missing and 4 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 40.00% | [27 Missing and 9 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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 (38db5ed) and HEAD (9947842). Click for more details.
   > 
   > <details><summary>HEAD has 26 uploads less than BASE</summary>
   >
   >| Flag | BASE (38db5ed) | HEAD (9947842) |
   >|------|------|------|
   >|spark-scala-tests|12|4|
   >|spark-java-tests|18|2|
   >|utilities|1|0|
   >|common-and-other-modules|1|0|
   ></details>
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@              Coverage Diff              @@
   ##             master   #18665       +/-   ##
   =============================================
   - Coverage     68.06%   47.79%   -20.28%     
   + Complexity    28922    17003    -11919     
   =============================================
     Files          2518     2048      -470     
     Lines        140574   117086    -23488     
     Branches      17419    15246     -2173     
   =============================================
   - Hits          95682    55957    -39725     
   - Misses        37036    54977    +17941     
   + Partials       7856     6152     -1704     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `32.75% <10.81%> (-15.89%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `33.26% <43.24%> (-11.44%)` | :arrow_down: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `53.90% <50.00%> (-24.56%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `37.07% <40.00%> (-9.59%)` | :arrow_down: |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `52.92% <17.64%> (-24.17%)` | :arrow_down: |
   
   ... and [1557 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4355423686

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 67.14%. Comparing base ([`38db5ed`](https://app.codecov.io/gh/apache/hudi/commit/38db5ed05e5c9823ac676cce079c4735b46d68f4?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9947842`](https://app.codecov.io/gh/apache/hudi/commit/9947842ea41cfde8e709e473a4f9e72bbfcc1bd5?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.06%   67.14%   -0.93%     
   + Complexity    28922    28515     -407     
   ============================================
     Files          2518     2519       +1     
     Lines        140574   140712     +138     
     Branches      17419    17469      +50     
   ============================================
   - Hits          95682    94479    -1203     
   - Misses        37036    38346    +1310     
   - Partials       7856     7887      +31     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.32% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.95% <ø> (+0.06%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.39% <0.00%> (-0.05%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.64% <57.29%> (-3.99%)` | :arrow_down: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.10% <43.24%> (+0.40%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.67% <4.32%> (-0.03%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `76.54% <50.00%> (-1.92%)` | :arrow_down: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `77.59% <79.41%> (+0.51%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [170 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-4991690782

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 258 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/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.
   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6531199330

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6715963814

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 762 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6735301105

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 763 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6510773199

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 729 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6582158990

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 733 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   </details>
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6561975047

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/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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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6553746541

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6553068179

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 730 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6571930082

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 733 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6754822287

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 763 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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   </details>


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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6781443475

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 767 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
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Re: [PR] feat(blob): Accept partial {type,data} or {type,reference} structs on write [hudi]

Posted by "codecov-commenter (via GitHub) via commits" <co...@hudi.apache.org>.

codecov-commenter commented on PR #18665:
URL: https://github.com/apache/hudi/pull/18665#issuecomment-6814380519

   ## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18665?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 `75.13514%` with `46 lines` in your changes missing coverage. Please review.
   :white_check_mark: Project coverage is 68.07%. Comparing base ([`071b3f1`](https://app.codecov.io/gh/apache/hudi/commit/071b3f125b410b3feb8ee90a2ee8073eec67e254?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b4f6f5e`](https://app.codecov.io/gh/apache/hudi/commit/b4f6f5e7d20ccebd46ecf6fb7e1dbdfc9cfdb035?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   :warning: Report is 773 commits behind head on master.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines |
   |---|---|---|
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | 68.33% | [13 Missing and 6 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | 79.41% | [3 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | 78.18% | [0 Missing and 12 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) |
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | 50.00% | [0 Missing and 1 partial :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18665?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   #18665      +/-   ##
   ============================================
   - Coverage     68.14%   68.07%   -0.07%     
   + Complexity    29094    29043      -51     
   ============================================
     Files          2517     2518       +1     
     Lines        141113   141251     +138     
     Branches      17508    17561      +53     
   ============================================
   - Hits          96160    96156       -4     
   - Misses        37046    37183     +137     
   - Partials       7907     7912       +5     
   ```
   
   | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18665/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/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.36% <0.54%> (-0.05%)` | :arrow_down: |
   | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.00% <ø> (+<0.01%)` | :arrow_up: |
   | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.29% <0.00%> (-0.04%)` | :arrow_down: |
   | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `49.00% <58.37%> (+0.02%)` | :arrow_up: |
   | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `45.01% <43.24%> (+0.09%)` | :arrow_up: |
   | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18665/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.56% <4.32%> (-0.08%)` | :arrow_down: |
   
   Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more.
   
   | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18665?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | |
   |---|---|---|
   | [...n/scala/org/apache/hudi/HoodieSparkSqlWriter.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2FHoodieSparkSqlWriter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvaHVkaS9Ib29kaWVTcGFya1NxbFdyaXRlci5zY2FsYQ==) | `78.50% <50.00%> (+0.03%)` | :arrow_up: |
   | [...ark/sql/hudi/command/InsertBlobCanonicalizer.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fcommand%2FInsertBlobCanonicalizer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvY29tbWFuZC9JbnNlcnRCbG9iQ2Fub25pY2FsaXplci5zY2FsYQ==) | `78.18% <78.18%> (ø)` | |
   | [...e/spark/sql/avro/HoodieSparkSchemaConverters.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Favro%2FHoodieSparkSchemaConverters.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvYXZyby9Ib29kaWVTcGFya1NjaGVtYUNvbnZlcnRlcnMuc2NhbGE=) | `76.43% <79.41%> (+0.01%)` | :arrow_up: |
   | [.../org/apache/spark/sql/hudi/blob/ReadBlobRule.scala](https://app.codecov.io/gh/apache/hudi/pull/18665?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fblob%2FReadBlobRule.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYmxvYi9SZWFkQmxvYlJ1bGUuc2NhbGE=) | `57.30% <68.33%> (+10.63%)` | :arrow_up: |
   
   ... and [22 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18665/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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