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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2021/06/30 16:25:58 UTC

[GitHub] [beam] TheNeuralBit opened a new pull request #15108: [BEAM-9547] Add implementations for some lesser-used operations

TheNeuralBit opened a new pull request #15108:
URL: https://github.com/apache/beam/pull/15108


   This PR adds support for a few lesser-used operations that are easy to implement.
   
   Some elementwise operations:
   - at_time
   - between_time
   - Series.explode (this was already implemented in DataFrame)
   
   Some aggregation functions:
   - sem (standard error of the mean)
   - mad (mean absolute deviation)
   - skew
   - kurt/kurtosis
   
   Note all of these aggregation functions are implemented as unliftable aggregations here, but I think they can all be parallelized. skew and kurtosis can take a similar appraoch to std/var (filed BEAM-12550 for this). sem and mad will require more research to find a distributed algorithm (if one exists).
   
   `ValidatesRunner` compliance status (on master branch)
   --------------------------------------------------------
   
   <table>
     <thead>
       <tr>
         <th>Lang</th>
         <th>ULR</th>
         <th>Dataflow</th>
         <th>Flink</th>
         <th>Samza</th>
         <th>Spark</th>
         <th>Twister2</th>
       </tr>
     </thead>
     <tbody>
       <tr>
         <td>Go</td>
         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/badge/icon">
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         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Flink/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Flink/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>---</td>
       </tr>
       <tr>
         <td>Java</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_ULR/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_ULR/lastCompletedBuild/badge/icon">
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           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow/lastCompletedBuild/">
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         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/">
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           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Samza/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Samza/lastCompletedBuild/badge/icon?subject=Portable">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/badge/icon">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/badge/icon?subject=Portable">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_SparkStructuredStreaming/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_SparkStructuredStreaming/lastCompletedBuild/badge/icon?subject=Structured+Streaming">
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         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/">
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       <tr>
         <td>Python</td>
         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/lastCompletedBuild/badge/icon?subject=V1">
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           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/lastCompletedBuild/badge/icon">
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         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/lastCompletedBuild/badge/icon">
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         </td>
         <td>---</td>
       </tr>
       <tr>
         <td>XLang</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/badge/icon">
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         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Dataflow/lastCompletedBuild/">
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           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/">
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         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Spark/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Spark/lastCompletedBuild/badge/icon">
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         </td>
         <td>---</td>
       </tr>
     </tbody>
   </table>
   
   Examples testing status on various runners
   --------------------------------------------------------
   
   <table>
     <thead>
       <tr>
         <th>Lang</th>
         <th>ULR</th>
         <th>Dataflow</th>
         <th>Flink</th>
         <th>Samza</th>
         <th>Spark</th>
         <th>Twister2</th>
       </tr>
     </thead>
     <tbody>
       <tr>
         <td>Go</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
       <tr>
         <td>Java</td>
         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Cron/lastCompletedBuild/badge/icon?subject=V1">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Java11_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Java11_Cron/lastCompletedBuild/badge/icon?subject=V1+Java11">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_Examples_Dataflow_V2/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_Examples_Dataflow_V2/lastCompletedBuild/badge/icon?subject=V2">
           </a><br>
         </td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
       <tr>
         <td>Python</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
       <tr>
         <td>XLang</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
     </tbody>
   </table>
   
   Post-Commit SDK/Transform Integration Tests Status (on master branch)
   ------------------------------------------------------------------------------------------------
   
   <table>
     <thead>
       <tr>
         <th>Go</th>
         <th>Java</th>
         <th>Python</th>
       </tr>
     </thead>
     <tbody>
       <tr>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python36/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python36/lastCompletedBuild/badge/icon?subject=3.6">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python37/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python37/lastCompletedBuild/badge/icon?subject=3.7">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python38/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python38/lastCompletedBuild/badge/icon?subject=3.8">
           </a>
         </td>
       </tr>
     </tbody>
   </table>
   
   Pre-Commit Tests Status (on master branch)
   ------------------------------------------------------------------------------------------------
   
   <table>
     <thead>
       <tr>
         <th>---</th>
         <th>Java</th>
         <th>Python</th>
         <th>Go</th>
         <th>Website</th>
         <th>Whitespace</th>
         <th>Typescript</th>
       </tr>
     </thead>
     <tbody>
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         <td>Non-portable</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Cron/lastCompletedBuild/">
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           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonLint_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonLint_Cron/lastCompletedBuild/badge/icon?subject=Lint">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocker_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocker_Cron/badge/icon?subject=Docker">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Cron/badge/icon?subject=Docs">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Go_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Go_Cron/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Website_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Website_Cron/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Whitespace_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Whitespace_Cron/lastCompletedBuild/badge/icon">
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         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Typescript_Cron/lastCompletedBuild/">
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         </td>
       </tr>
       <tr>
         <td>Portable</td>
         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Portable_Python_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Portable_Python_Cron/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_GoPortable_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_GoPortable_Cron/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
     </tbody>
   </table>
   
   See [.test-infra/jenkins/README](https://github.com/apache/beam/blob/master/.test-infra/jenkins/README.md) for trigger phrase, status and link of all Jenkins jobs.
   
   
   GitHub Actions Tests Status (on master branch)
   ------------------------------------------------------------------------------------------------
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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (303450d) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.00%`.
   > The diff coverage is `100.00%`.
   
   > :exclamation: Current head 303450d differs from pull request most recent head 43dcc2f. Consider uploading reports for the commit 43dcc2f to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@           Coverage Diff            @@
   ##           master   #15108    +/-   ##
   ========================================
     Coverage   83.78%   83.79%            
   ========================================
     Files         439      441     +2     
     Lines       59245    59520   +275     
   ========================================
   + Hits        49638    49874   +236     
   - Misses       9607     9646    +39     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.71% <100.00%> (+0.05%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.48% <0.00%> (-0.26%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...43dcc2f](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] TheNeuralBit commented on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
TheNeuralBit commented on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-875676694


   retest this please


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[GitHub] [beam] TheNeuralBit commented on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
TheNeuralBit commented on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871552416


   R: @robertwb 


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (43dcc2f) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.02%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #15108      +/-   ##
   ==========================================
   + Coverage   83.78%   83.81%   +0.02%     
   ==========================================
     Files         439      441       +2     
     Lines       59245    59524     +279     
   ==========================================
   + Hits        49638    49889     +251     
   - Misses       9607     9635      +28     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.72% <100.00%> (+0.07%)` | :arrow_up: |
   | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9wZXJpb2RpY3NlcXVlbmNlLnB5) | `96.72% <0.00%> (-1.64%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.85% <0.00%> (+0.12%)` | :arrow_up: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc291cmNlX3Rlc3RfdXRpbHMucHk=) | `89.86% <0.00%> (+1.38%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `96.26% <0.00%> (+2.23%)` | :arrow_up: |
   | ... and [1 more](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...43dcc2f](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] codecov[bot] commented on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] commented on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (303450d) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.00%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@           Coverage Diff            @@
   ##           master   #15108    +/-   ##
   ========================================
     Coverage   83.78%   83.79%            
   ========================================
     Files         439      441     +2     
     Lines       59245    59520   +275     
   ========================================
   + Hits        49638    49874   +236     
   - Misses       9607     9646    +39     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.71% <100.00%> (+0.05%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.48% <0.00%> (-0.26%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...303450d](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (303450d) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.00%`.
   > The diff coverage is `100.00%`.
   
   > :exclamation: Current head 303450d differs from pull request most recent head 15b16ce. Consider uploading reports for the commit 15b16ce to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@           Coverage Diff            @@
   ##           master   #15108    +/-   ##
   ========================================
     Coverage   83.78%   83.79%            
   ========================================
     Files         439      441     +2     
     Lines       59245    59520   +275     
   ========================================
   + Hits        49638    49874   +236     
   - Misses       9607     9646    +39     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.71% <100.00%> (+0.05%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.48% <0.00%> (-0.26%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...15b16ce](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (303450d) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.00%`.
   > The diff coverage is `100.00%`.
   
   > :exclamation: Current head 303450d differs from pull request most recent head 15b16ce. Consider uploading reports for the commit 15b16ce to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@           Coverage Diff            @@
   ##           master   #15108    +/-   ##
   ========================================
     Coverage   83.78%   83.79%            
   ========================================
     Files         439      441     +2     
     Lines       59245    59520   +275     
   ========================================
   + Hits        49638    49874   +236     
   - Misses       9607     9646    +39     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.71% <100.00%> (+0.05%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.48% <0.00%> (-0.26%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...15b16ce](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (43dcc2f) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.02%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #15108      +/-   ##
   ==========================================
   + Coverage   83.78%   83.81%   +0.02%     
   ==========================================
     Files         439      441       +2     
     Lines       59245    59524     +279     
   ==========================================
   + Hits        49638    49889     +251     
   - Misses       9607     9635      +28     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.72% <100.00%> (+0.07%)` | :arrow_up: |
   | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9wZXJpb2RpY3NlcXVlbmNlLnB5) | `96.72% <0.00%> (-1.64%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.85% <0.00%> (+0.12%)` | :arrow_up: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc291cmNlX3Rlc3RfdXRpbHMucHk=) | `89.86% <0.00%> (+1.38%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `96.26% <0.00%> (+2.23%)` | :arrow_up: |
   | ... and [1 more](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...43dcc2f](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (43dcc2f) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.02%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #15108      +/-   ##
   ==========================================
   + Coverage   83.78%   83.81%   +0.02%     
   ==========================================
     Files         439      441       +2     
     Lines       59245    59524     +279     
   ==========================================
   + Hits        49638    49889     +251     
   - Misses       9607     9635      +28     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.72% <100.00%> (+0.07%)` | :arrow_up: |
   | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9wZXJpb2RpY3NlcXVlbmNlLnB5) | `96.72% <0.00%> (-1.64%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.85% <0.00%> (+0.12%)` | :arrow_up: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc291cmNlX3Rlc3RfdXRpbHMucHk=) | `89.86% <0.00%> (+1.38%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `96.26% <0.00%> (+2.23%)` | :arrow_up: |
   | ... and [1 more](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...43dcc2f](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (43dcc2f) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.05%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #15108      +/-   ##
   ==========================================
   + Coverage   83.78%   83.83%   +0.05%     
   ==========================================
     Files         439      441       +2     
     Lines       59245    59744     +499     
   ==========================================
   + Hits        49638    50087     +449     
   - Misses       9607     9657      +50     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.72% <100.00%> (+0.07%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/kafka.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8va2Fma2EucHk=) | `74.28% <0.00%> (-4.89%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...ython/apache\_beam/examples/kafkataxi/kafka\_taxi.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMva2Fma2F0YXhpL2thZmthX3RheGkucHk=) | `0.00% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.85% <0.00%> (+0.12%)` | :arrow_up: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc291cmNlX3Rlc3RfdXRpbHMucHk=) | `89.86% <0.00%> (+1.38%)` | :arrow_up: |
   | ... and [3 more](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...43dcc2f](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (43dcc2f) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.02%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #15108      +/-   ##
   ==========================================
   + Coverage   83.78%   83.81%   +0.02%     
   ==========================================
     Files         439      441       +2     
     Lines       59245    59524     +279     
   ==========================================
   + Hits        49638    49889     +251     
   - Misses       9607     9635      +28     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.72% <100.00%> (+0.07%)` | :arrow_up: |
   | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9wZXJpb2RpY3NlcXVlbmNlLnB5) | `96.72% <0.00%> (-1.64%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.85% <0.00%> (+0.12%)` | :arrow_up: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc291cmNlX3Rlc3RfdXRpbHMucHk=) | `89.86% <0.00%> (+1.38%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `96.26% <0.00%> (+2.23%)` | :arrow_up: |
   | ... and [1 more](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
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   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...43dcc2f](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (43dcc2f) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.05%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #15108      +/-   ##
   ==========================================
   + Coverage   83.78%   83.83%   +0.05%     
   ==========================================
     Files         439      441       +2     
     Lines       59245    59744     +499     
   ==========================================
   + Hits        49638    50087     +449     
   - Misses       9607     9657      +50     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.72% <100.00%> (+0.07%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/kafka.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8va2Fma2EucHk=) | `74.28% <0.00%> (-4.89%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...ython/apache\_beam/examples/kafkataxi/kafka\_taxi.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMva2Fma2F0YXhpL2thZmthX3RheGkucHk=) | `0.00% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.85% <0.00%> (+0.12%)` | :arrow_up: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc291cmNlX3Rlc3RfdXRpbHMucHk=) | `89.86% <0.00%> (+1.38%)` | :arrow_up: |
   | ... and [3 more](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...43dcc2f](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] robertwb merged pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
robertwb merged pull request #15108:
URL: https://github.com/apache/beam/pull/15108


   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (43dcc2f) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.02%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #15108      +/-   ##
   ==========================================
   + Coverage   83.78%   83.81%   +0.02%     
   ==========================================
     Files         439      441       +2     
     Lines       59245    59524     +279     
   ==========================================
   + Hits        49638    49889     +251     
   - Misses       9607     9635      +28     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.72% <100.00%> (+0.07%)` | :arrow_up: |
   | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9wZXJpb2RpY3NlcXVlbmNlLnB5) | `96.72% <0.00%> (-1.64%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.85% <0.00%> (+0.12%)` | :arrow_up: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc291cmNlX3Rlc3RfdXRpbHMucHk=) | `89.86% <0.00%> (+1.38%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `96.26% <0.00%> (+2.23%)` | :arrow_up: |
   | ... and [1 more](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...43dcc2f](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (43dcc2f) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.02%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #15108      +/-   ##
   ==========================================
   + Coverage   83.78%   83.81%   +0.02%     
   ==========================================
     Files         439      441       +2     
     Lines       59245    59524     +279     
   ==========================================
   + Hits        49638    49889     +251     
   - Misses       9607     9635      +28     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.72% <100.00%> (+0.07%)` | :arrow_up: |
   | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9wZXJpb2RpY3NlcXVlbmNlLnB5) | `96.72% <0.00%> (-1.64%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.85% <0.00%> (+0.12%)` | :arrow_up: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc291cmNlX3Rlc3RfdXRpbHMucHk=) | `89.86% <0.00%> (+1.38%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `96.26% <0.00%> (+2.23%)` | :arrow_up: |
   | ... and [1 more](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...43dcc2f](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #15108: [BEAM-9547] Add implementations for some lesser-used pandas operations

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15108:
URL: https://github.com/apache/beam/pull/15108#issuecomment-871589731


   # [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#15108](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (43dcc2f) into [master](https://codecov.io/gh/apache/beam/commit/b86fcf94af26a240777f30f8193a314cb7ffc87e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b86fcf9) will **increase** coverage by `0.02%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/15108/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #15108      +/-   ##
   ==========================================
   + Coverage   83.78%   83.81%   +0.02%     
   ==========================================
     Files         439      441       +2     
     Lines       59245    59524     +279     
   ==========================================
   + Hits        49638    49889     +251     
   - Misses       9607     9635      +28     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.72% <100.00%> (+0.07%)` | :arrow_up: |
   | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9wZXJpb2RpY3NlcXVlbmNlLnB5) | `96.72% <0.00%> (-1.64%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy91dGlsLnB5) | `96.07% <0.00%> (-0.18%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | |
   | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <0.00%> (ø)` | |
   | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <0.00%> (ø)` | |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.85% <0.00%> (+0.12%)` | :arrow_up: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.44% <0.00%> (+0.65%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc291cmNlX3Rlc3RfdXRpbHMucHk=) | `89.86% <0.00%> (+1.38%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdGVzdF9zdHJlYW1faW1wbC5weQ==) | `96.26% <0.00%> (+2.23%)` | :arrow_up: |
   | ... and [1 more](https://codecov.io/gh/apache/beam/pull/15108/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [b86fcf9...43dcc2f](https://codecov.io/gh/apache/beam/pull/15108?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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