yihua commented on PR #18432:
URL: https://github.com/apache/hudi/pull/18432#issuecomment-4181049661

   > ## 
[Codecov](https://app.codecov.io/gh/apache/hudi/pull/18432?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
 Report
   > ❌ Patch coverage is `72.39057%` with `82 lines` in your changes missing 
coverage. Please review. ✅ Project coverage is 68.55%. Comparing base 
([`35e2bbf`](https://app.codecov.io/gh/apache/hudi/commit/35e2bbf9813f313006c773b92578db6cb93da9ca?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache))
 to head 
([`c19c701`](https://app.codecov.io/gh/apache/hudi/commit/c19c7015be6a668d29d20d9768eac87ee057e5a8?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
 ⚠️ Report is 10 commits behind head on master.
   > 
   > [Files with missing 
lines](https://app.codecov.io/gh/apache/hudi/pull/18432?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   Patch % Lines
   > 
[.../spark/sql/hudi/analysis/VectorDistanceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FVectorDistanceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvVmVjdG9yRGlzdGFuY2VVdGlscy5zY2FsYQ==)
   55.17%  [18 Missing and 8 partials ⚠️ 
](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   > 
[...ogical/HoodieVectorSearchTableValuedFunction.scala](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fcatalyst%2Fplans%2Flogical%2FHoodieVectorSearchTableValuedFunction.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2NhdGFseXN0L3BsYW5zL2xvZ2ljYWwvSG9vZGllVmVjdG9yU2VhcmNoVGFibGVWYWx1ZWRGdW5jdGlvbi5zY2FsYQ==)
  75.29%  [13 Missing and 8 partials ⚠️ 
](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   > 
[.../hudi/analysis/HoodieVectorSearchPlanBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieVectorSearchPlanBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllVmVjdG9yU2VhcmNoUGxhbkJ1aWxkZXIuc2NhbGE=)
     79.20%  [10 Missing and 11 partials ⚠️ 
](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   > 
[...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=)
   68.88%  [7 Missing and 7 partials ⚠️ 
](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   > Additional details and impacted files
   > ```diff
   > @@             Coverage Diff              @@
   > ##             master   #18432      +/-   ##
   > ============================================
   > + Coverage     68.52%   68.55%   +0.03%     
   > - Complexity    27968    28045      +77     
   > ============================================
   >   Files          2440     2447       +7     
   >   Lines        134456   135051     +595     
   >   Branches      16226    16357     +131     
   > ============================================
   > + Hits          92138    92588     +450     
   > - Misses        35054    35151      +97     
   > - Partials       7264     7312      +48     
   > ```
   > 
   > 
[Flag](https://app.codecov.io/gh/apache/hudi/pull/18432/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
  Coverage Δ      
   > 
[common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/18432/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
       `44.26% <4.39%> (-0.08%)`       ⬇️
   > 
[hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18432/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
  `44.93% <ø> (-0.06%)`   ⬇️
   > 
[spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18432/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
     `48.46% <ø> (+0.08%)`   ⬆️
   > 
[spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18432/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
       `48.86% <72.39%> (+0.09%)`      ⬆️
   > 
[spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18432/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
      `45.51% <4.37%> (-0.14%)`       ⬇️
   > 
[utilities](https://app.codecov.io/gh/apache/hudi/pull/18432/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
      `38.26% <4.39%> (-0.10%)`       ⬇️
   > Flags with carried forward coverage won't be shown. [Click 
here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment)
 to find out more.
   > 
   > [Files with missing 
lines](https://app.codecov.io/gh/apache/hudi/pull/18432?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   Coverage Δ      
   > 
[...spark/sql/hudi/analysis/TableValuedFunctions.scala](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FTableValuedFunctions.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvVGFibGVWYWx1ZWRGdW5jdGlvbnMuc2NhbGE=)
  `100.00% <100.00%> (ø)` 
   > 
[...rk/sql/hudi/analysis/HoodieSparkBaseAnalysis.scala](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieSparkBaseAnalysis.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllU3BhcmtCYXNlQW5hbHlzaXMuc2NhbGE=)
   `73.00% <68.88%> (-1.17%)`      ⬇️
   > 
[...ogical/HoodieVectorSearchTableValuedFunction.scala](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fcatalyst%2Fplans%2Flogical%2FHoodieVectorSearchTableValuedFunction.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2NhdGFseXN0L3BsYW5zL2xvZ2ljYWwvSG9vZGllVmVjdG9yU2VhcmNoVGFibGVWYWx1ZWRGdW5jdGlvbi5zY2FsYQ==)
  `75.29% <75.29%> (ø)`   
   > 
[.../hudi/analysis/HoodieVectorSearchPlanBuilder.scala](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FHoodieVectorSearchPlanBuilder.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvSG9vZGllVmVjdG9yU2VhcmNoUGxhbkJ1aWxkZXIuc2NhbGE=)
     `79.20% <79.20%> (ø)`   
   > 
[.../spark/sql/hudi/analysis/VectorDistanceUtils.scala](https://app.codecov.io/gh/apache/hudi/pull/18432?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark-common%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2Fanalysis%2FVectorDistanceUtils.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3BhcmstY29tbW9uL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUvc3Bhcmsvc3FsL2h1ZGkvYW5hbHlzaXMvVmVjdG9yRGlzdGFuY2VVdGlscy5zY2FsYQ==)
   `55.17% <55.17%> (ø)`   
   > ... and [52 files with indirect coverage 
changes](https://app.codecov.io/gh/apache/hudi/pull/18432/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
   > 
   > 🚀 New features to boost your workflow:
   
   @rahil-c could you check the lines that miss coverage and see if more tests 
should be added?


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