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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2021/12/07 16:26:51 UTC

[GitHub] [beam] benWize opened a new pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

benWize opened a new pull request #16154:
URL: https://github.com/apache/beam/pull/16154


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   `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">
           </a>
         <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>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Samza/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Samza/lastCompletedBuild/badge/icon">
           </a>
         </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">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow/lastCompletedBuild/badge/icon?subject=V1">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Streaming/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Streaming/lastCompletedBuild/badge/icon?subject=V1+Streaming">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Java11/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Java11/lastCompletedBuild/badge/icon?subject=V1+Java+11">
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           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_VR_Dataflow_V2/lastCompletedBuild/">
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           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_VR_Dataflow_V2_Streaming/lastCompletedBuild/">
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           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink/lastCompletedBuild/">
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           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink_Java11/lastCompletedBuild/">
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             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Streaming/lastCompletedBuild/badge/icon?subject=Portable+Streaming">
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         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/badge/icon">
           </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">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/badge/icon">
           </a>
         </td>
       </tr>
       <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">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/lastCompletedBuild/badge/icon?subject=V2">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont/lastCompletedBuild/badge/icon?subject=ValCont">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Python_PVR_Flink_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Python_PVR_Flink_Cron/lastCompletedBuild/badge/icon?subject=Portable">
           </a><br>
           <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">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Samza/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Samza/lastCompletedBuild/badge/icon">
           </a>
         </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">
           </a>
         </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">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Dataflow/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Dataflow/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Samza/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Samza/lastCompletedBuild/badge/icon">
           </a>
         </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">
           </a>
         </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>
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         <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>
       <tr>
         <td>Non-portable</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Cron/lastCompletedBuild/badge/icon">
           </a><br>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Python_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Python_Cron/lastCompletedBuild/badge/icon?subject=Tests">
           </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">
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           <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">
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           <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>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Typescript_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Typescript_Cron/lastCompletedBuild/badge/icon">
           </a>
         </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)
   ------------------------------------------------------------------------------------------------
   [![Build python source distribution and wheels](https://github.com/apache/beam/workflows/Build%20python%20source%20distribution%20and%20wheels/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Build+python+source+distribution+and+wheels%22+branch%3Amaster+event%3Aschedule)
   [![Python tests](https://github.com/apache/beam/workflows/Python%20tests/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Python+Tests%22+branch%3Amaster+event%3Aschedule)
   [![Java tests](https://github.com/apache/beam/workflows/Java%20Tests/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Java+Tests%22+branch%3Amaster+event%3Aschedule)
   
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[GitHub] [beam] aaltay commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
aaltay commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1028502558


   @ibzib @benWize - Could we rollback first?


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-997108784


   Run Python Examples_Spark


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-997108131


   Run Python Examples_Direct


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988091569


   Run Python Examples_Direct


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-998368844






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[GitHub] [beam] tvalentyn commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-994195147


   thanks, I no longer reproduce BEAM-12573, looks fixed.


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[GitHub] [beam] tvalentyn commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-996314941


   Re: Direct runner failures
   I see mostly checksum errors and 1 timeout error. The timeout may be caused by an input of large size for which direct runner isn't suited for, we can verify that.
   
   For checksum errors: we need to examine the output of Dataflow runner vs Direct runner over which the checksum is generated, then we need to understand, whether the test condition is too specific or the result produced by the Direct runner is incorrect. I suspect it may be the former.


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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1007717561






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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head 65114a9 differs from pull request most recent head aefdc89. Consider uploading reports for the commit aefdc89 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
   + Misses      19788    10110    -9678     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/runtime/exec/multiplex.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZXhlYy9tdWx0aXBsZXguZ28=) | | |
   | [sdks/go/pkg/beam/core/runtime/exec/encode.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZXhlYy9lbmNvZGUuZ28=) | | |
   | [sdks/go/pkg/beam/core/graph/coder/row.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2dyYXBoL2NvZGVyL3Jvdy5nbw==) | | |
   | [sdks/go/pkg/beam/testing/passert/equals.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS90ZXN0aW5nL3Bhc3NlcnQvZXF1YWxzLmdv) | | |
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   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/16154?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/16154?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 [0a220a1...aefdc89](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
   + Misses      19788    10110    -9678     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/runtime/graphx/user.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZ3JhcGh4L3VzZXIuZ28=) | | |
   | [sdks/go/pkg/beam/transforms/stats/min.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS90cmFuc2Zvcm1zL3N0YXRzL21pbi5nbw==) | | |
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   | [sdks/go/pkg/beam/core/runtime/exec/flatten.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZXhlYy9mbGF0dGVuLmdv) | | |
   | ... and [209 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...65114a9](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
   + Misses      19788    10110    -9678     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/runtime/xlangx/payload.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUveGxhbmd4L3BheWxvYWQuZ28=) | | |
   | [sdks/go/pkg/beam/core/runtime/harness/sampler.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvaGFybmVzcy9zYW1wbGVyLmdv) | | |
   | [sdks/go/pkg/beam/gbk.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9nYmsuZ28=) | | |
   | [sdks/go/pkg/beam/provision/provision.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9wcm92aXNpb24vcHJvdmlzaW9uLmdv) | | |
   | ... and [209 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...65114a9](https://codecov.io/gh/apache/beam/pull/16154?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] aaltay commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
aaltay commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1022775461


   @benWize - What is the next step on this PR?


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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1028509180


   @ibzib @aaltay I think I could fix the failure quickly, working on this


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[GitHub] [beam] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r789229405



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       This is the error I got when save_main_session is set to True https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Direct/13/testReport/junit/apache_beam.examples.complete.autocomplete_test/AutocompleteTest/test_autocomplete_output_files_on_small_input/




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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5e6c4dc) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.07%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.67%   +9.07%     
   ==========================================
     Files         642      452     -190     
     Lines       80958    61982   -18976     
   ==========================================
   - Hits        60394    51865    -8529     
   + Misses      19595    10117    -9478     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...python/apache\_beam/internal/cloudpickle\_pickler.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvY2xvdWRwaWNrbGVfcGlja2xlci5weQ==) | `84.31% <0.00%> (-2.05%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.26% <0.00%> (-0.25%)` | :arrow_down: |
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   | ... and [240 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5e6c4dc](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5d8190c) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.71%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51525    -8869     
   + Misses      19595    10021    -9574     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.51% <0.00%> (ø)` | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5d8190c](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5d8190c) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.71%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51525    -8869     
   + Misses      19595    10021    -9574     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.51% <0.00%> (ø)` | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5d8190c](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r796744724



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       I tried this but, the tests were still failing, I realized that the error is only present when running with pytest + xdist (parallel running), not sure why, but I changed the configuration of the gradle example task for direct runner and all tests are passing now.




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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1024752107






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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5e6c4dc) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.07%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.67%   +9.07%     
   ==========================================
     Files         642      452     -190     
     Lines       80958    61982   -18976     
   ==========================================
   - Hits        60394    51865    -8529     
   + Misses      19595    10117    -9478     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...python/apache\_beam/internal/cloudpickle\_pickler.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvY2xvdWRwaWNrbGVfcGlja2xlci5weQ==) | `84.31% <0.00%> (-2.05%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.26% <0.00%> (-0.25%)` | :arrow_down: |
   | [...ython/apache\_beam/io/gcp/experimental/spannerio.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2V4cGVyaW1lbnRhbC9zcGFubmVyaW8ucHk=) | `82.31% <0.00%> (-0.21%)` | :arrow_down: |
   | ... and [240 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5e6c4dc](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794953967



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete_test.py
##########
@@ -71,6 +79,33 @@ def test_autocomplete_it(self):
 
       assert_that(checksum, equal_to([self.KINGLEAR_HASH_SUM]))
 
+  @pytest.mark.examples_postcommit
+  def test_basics(self):
+    EXPECTED_PREFIXES = "t: [(3, 'to'), (2, 'this'), (1, 'that')]\n" \
+                          "th: [(2, 'this'), (1, 'that')]\n" \
+                          "thi: [(2, 'this')]\n" \
+                          "this: [(2, 'this')]\n" \
+                          "tha: [(1, 'that')]\n" \
+                          "that: [(1, 'that')]\n" \
+                          "to: [(3, 'to')]"
+
+    # Setup the files with expected content.
+    temp_folder = tempfile.mkdtemp()
+    self.create_file(
+        os.path.join(temp_folder, 'input.txt'), ' '.join(self.WORDS))
+    autocomplete.run([
+        '--input=%s/input.txt' % temp_folder,
+        '--output',
+        os.path.join(temp_folder, 'result')
+    ],
+                     save_main_session=False)
+
+    # Load result file and compare.
+    with open_shards(os.path.join(temp_folder, 'result-*-of-*')) as result_file:
+      result = result_file.read().strip()
+
+    self.assertEqual(result, EXPECTED_PREFIXES)

Review comment:
       I sorted the result




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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b7a5321) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.04%`.
   > The diff coverage is `40.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.65%   +9.04%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62095   -19703     
   ==========================================
   - Hits        61029    51943    -9086     
   + Misses      19788    10152    -9636     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
   | [...e\_beam/examples/complete/game/hourly\_team\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS9ob3VybHlfdGVhbV9zY29yZS5weQ==) | `59.49% <50.00%> (ø)` | |
   | [...n/apache\_beam/examples/complete/game/user\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS91c2VyX3Njb3JlLnB5) | `62.79% <50.00%> (ø)` | |
   | [...beam/runners/interactive/background\_caching\_job.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9iYWNrZ3JvdW5kX2NhY2hpbmdfam9iLnB5) | `94.26% <0.00%> (-2.29%)` | :arrow_down: |
   | [...eam/runners/interactive/interactive\_environment.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9lbnZpcm9ubWVudC5weQ==) | `90.84% <0.00%> (-0.54%)` | :arrow_down: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/16154/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)` | |
   | [sdks/python/apache\_beam/examples/wordcount.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50LnB5) | `93.10% <0.00%> (ø)` | |
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   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/16154?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/16154?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 [0a220a1...b7a5321](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b7a5321) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.04%`.
   > The diff coverage is `40.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.65%   +9.04%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62095   -19703     
   ==========================================
   - Hits        61029    51943    -9086     
   + Misses      19788    10152    -9636     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
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   | [sdks/python/apache\_beam/examples/wordcount.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50LnB5) | `93.10% <0.00%> (ø)` | |
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   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/16154?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/16154?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 [0a220a1...b7a5321](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1026369666


   Run Python Examples_Spark


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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1027376333


   Thanks, @ryanthompson591 


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (8b92d94) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.14%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.74%   +9.14%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61693   -19265     
   ==========================================
   - Hits        60394    51665    -8729     
   + Misses      19595    10028    -9567     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvaW50ZXJhY3RpdmVfdXRpbHMucHk=) | `87.80% <0.00%> (-2.44%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | ... and [212 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...8b92d94](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5d8190c) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.71%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51525    -8869     
   + Misses      19595    10021    -9574     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.51% <0.00%> (ø)` | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5d8190c](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5d8190c) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.71%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51525    -8869     
   + Misses      19595    10021    -9574     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.51% <0.00%> (ø)` | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5d8190c](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6e77c84) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.70%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51520    -8874     
   + Misses      19595    10026    -9569     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvaW50ZXJhY3RpdmVfdXRpbHMucHk=) | `87.80% <0.00%> (-2.44%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/pardo.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9wYXJkby5nbw==) | | |
   | [sdks/go/pkg/beam/core/runtime/harness/statemgr.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvaGFybmVzcy9zdGF0ZW1nci5nbw==) | | |
   | ... and [202 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...6e77c84](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988096514


   Run Python Examples_Flink


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5d8190c) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.71%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51525    -8869     
   + Misses      19595    10021    -9574     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.51% <0.00%> (ø)` | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5d8190c](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (008e0f1) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61716   -19242     
   ==========================================
   - Hits        60394    51705    -8689     
   + Misses      19595    10011    -9584     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [.../python/apache\_beam/testing/test\_stream\_service.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy90ZXN0X3N0cmVhbV9zZXJ2aWNlLnB5) | `88.37% <0.00%> (-4.66%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...che\_beam/runners/interactive/interactive\_runner.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9ydW5uZXIucHk=) | `90.74% <0.00%> (-1.86%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | ... and [219 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...008e0f1](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988277021


   Run Python Examples_Spark


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988276736


   Run Python Examples_Direct


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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1010219760


   Run Java PreCommit


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6e77c84) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.70%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51520    -8874     
   + Misses      19595    10026    -9569     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvaW50ZXJhY3RpdmVfdXRpbHMucHk=) | `87.80% <0.00%> (-2.44%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...o/pkg/beam/runners/dataflow/dataflowlib/metrics.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9ydW5uZXJzL2RhdGFmbG93L2RhdGFmbG93bGliL21ldHJpY3MuZ28=) | | |
   | [sdks/go/pkg/beam/partition.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9wYXJ0aXRpb24uZ28=) | | |
   | ... and [202 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...6e77c84](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (014b380) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.16%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head 014b380 differs from pull request most recent head 8b92d94. Consider uploading reports for the commit 8b92d94 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.76%   +9.16%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61654   -19304     
   ==========================================
   - Hits        60394    51642    -8752     
   + Misses      19595    10012    -9583     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/io/filesystem/memfs/memory.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9pby9maWxlc3lzdGVtL21lbWZzL21lbW9yeS5nbw==) | | |
   | [sdks/go/pkg/beam/validate.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS92YWxpZGF0ZS5nbw==) | | |
   | [sdks/go/pkg/beam/core/graph/coder/registry.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2dyYXBoL2NvZGVyL3JlZ2lzdHJ5Lmdv) | | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...8b92d94](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (8b92d94) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.14%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.74%   +9.14%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61693   -19265     
   ==========================================
   - Hits        60394    51665    -8729     
   + Misses      19595    10028    -9567     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvaW50ZXJhY3RpdmVfdXRpbHMucHk=) | `87.80% <0.00%> (-2.44%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | ... and [212 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...8b92d94](https://codecov.io/gh/apache/beam/pull/16154?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] benWize edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988323116


   Hi @tvalentyn, I've been working in this PR to execute the examples in Direct, Dataflow, Spark, and Flink runners. 
   I added some tests to the examples that weren't running the same pipeline in the existing tests. 
   Some of the tests fail for specific runners, would you help me to review if I have something missing in the config task for each runner, or maybe If there are examples that are expected to fail for a specific runner, and I need to ignore those. 
   
   - <del>[Dataflow](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Dataflow/3/testReport/): Almost all examples succeed, only [this](https://github.com/apache/beam/blob/014b3805dc94762372c6871c1885307ea759397a/sdks/python/apache_beam/examples/cookbook/bigquery_side_input_test.py#L68) example is failing, not sure If is because of how the output file is created, maybe writing to GCS would work</del>. All [dataflow](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Dataflow/6/testReport/) tests succeed now.
   - [Spark](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Spark/2/#showFailuresLink) here multiple tests are failing, most are integration tests that require setUp or tearDown of external resources.
   - [Flink](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Flink/2/#showFailuresLink) same as Spark, most of the integration tests failing.
   - [Direct](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Direct/3/#showFailuresLink) some integration tests failing too.
   
   I think now most of the examples have a corresponding test that executes it, <del>the only one missing is https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/cookbook/filters.py#L75 because I'm not sure what BQ dataset can I use to test it. </del> (Test added in https://github.com/apache/beam/pull/16154/commits/06d43c2aebb1ebb0ed5910bbba81bfa769285045)


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-997108705


   Run Python Examples_Dataflow


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[GitHub] [beam] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r789205718



##########
File path: sdks/python/test-suites/direct/common.gradle
##########
@@ -86,7 +86,7 @@ task examples {
     def argMap = ["runner": "TestDirectRunner",
                   "test_opts": testOpts,
                   "suite": "postCommitExamples-direct-py${pythonVersionSuffix}",
-                  "collect": "examples_postcommit"
+                  "collect": "examples_postcommit and not no_sickbay_examples"

Review comment:
       Changed it




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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1013382937


   Hi @kileys, 
   I merged it with master and JavaPrecommit is not failing now.
   Results from the last examples jobs:
   
   - [Direct](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Direct/12/) 
   - [Spark](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Spark/8/) 
   - [Flink](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Flink/6/) 
   - [Dataflow](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Dataflow/13/) 
    


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (4ee3c6d) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.03%`.
   > The diff coverage is `40.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.64%   +9.03%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62097   -19701     
   ==========================================
   - Hits        61029    51938    -9091     
   + Misses      19788    10159    -9629     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
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   | [...n/apache\_beam/examples/complete/game/user\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS91c2VyX3Njb3JlLnB5) | `62.79% <50.00%> (ø)` | |
   | [...beam/runners/interactive/background\_caching\_job.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9iYWNrZ3JvdW5kX2NhY2hpbmdfam9iLnB5) | `94.26% <0.00%> (-2.29%)` | :arrow_down: |
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   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/16154/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)` | |
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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1026305361






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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


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   ```diff
   @@            Coverage Diff             @@
   ##           master   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.64%   +9.03%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62097   -19701     
   ==========================================
   - Hits        61029    51938    -9091     
   + Misses      19788    10159    -9629     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
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   | [...n/apache\_beam/examples/complete/game/user\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS91c2VyX3Njb3JlLnB5) | `62.79% <50.00%> (ø)` | |
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   | [...eam/runners/interactive/interactive\_environment.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9lbnZpcm9ubWVudC5weQ==) | `90.84% <0.00%> (-0.54%)` | :arrow_down: |
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   ------
   
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   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [0a220a1...4ee3c6d](https://codecov.io/gh/apache/beam/pull/16154?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] ryanthompson591 commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
ryanthompson591 commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794666629



##########
File path: sdks/python/apache_beam/examples/complete/estimate_pi.py
##########
@@ -101,21 +101,27 @@ def expand(self, pcoll):
         | 'Sum' >> beam.CombineGlobally(combine_results).without_defaults())
 
 
-def run(argv=None):
+def run(argv=None, save_main_session=True):
 
   parser = argparse.ArgumentParser()
   parser.add_argument(
       '--output', required=True, help='Output file to write results to.')
+  parser.add_argument(

Review comment:
       Prefer just using a constant to an extra argument unless we anticipate anyone changing this for any reason.

##########
File path: sdks/python/apache_beam/examples/complete/game/hourly_team_score_it_test.py
##########
@@ -90,6 +90,35 @@ def test_hourly_team_score_it(self):
         self.test_pipeline.get_full_options_as_args(**extra_opts),
         save_main_session=False)
 
+  @pytest.mark.examples_postcommit
+  def test_hourly_team_score_output_checksum_on_small_input(self):
+    # Small dataset to prevent OOM when running in local runners

Review comment:
       I'm not sure what OOM is

##########
File path: sdks/python/apache_beam/examples/complete/game/user_score_test.py
##########
@@ -42,7 +40,6 @@ class UserScoreTest(unittest.TestCase):
       'user1_team1,team1,14,1447697463000,2015-11-16 18:11:03.955',
   ]
 
-  @pytest.mark.examples_postcommit

Review comment:
       just curious why are we removing these?

##########
File path: sdks/python/apache_beam/examples/complete/autocomplete_test.py
##########
@@ -37,7 +41,11 @@ class AutocompleteTest(unittest.TestCase):
   KINGLEAR_HASH_SUM = 268011785062540
   KINGLEAR_INPUT = 'gs://dataflow-samples/shakespeare/kinglear.txt'
 
-  @pytest.mark.examples_postcommit
+  def create_file(self, path, contents):

Review comment:
       can we rename this to something more meaningful than create_file.  Like create_content_output_file or whatever this actually represents.

##########
File path: sdks/python/apache_beam/examples/complete/estimate_pi_test.py
##########
@@ -51,6 +54,20 @@ def test_basics(self):
       # trials.
       assert_that(result, in_between(3.125, 3.155))
 
+  @pytest.mark.examples_postcommit
+  def test_estimate_pi_output_file(self):
+    temp_folder = tempfile.mkdtemp()
+    estimate_pi.run(
+        ['--output', os.path.join(temp_folder, 'result'), '--tries', '5000'],
+        save_main_session=False)
+    # Load result file and compare.
+    with open_shards(os.path.join(temp_folder, 'result-*-of-*')) as result_file:
+      result = json.loads(result_file.read().strip())[2]

Review comment:
       Try to make this line more readable, maybe a constant to what [2] means...




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[GitHub] [beam] ryanthompson591 commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
ryanthompson591 commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794696465



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       Yes, Once we make cloudpickle the default pickler all save_main_session flags can be removed. I hope to do that this quarter.




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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794171212



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       @benWize is the TestDirectRunner the only one affected by it? If so, we could potentially override this setting in https://github.com/apache/beam/blob/5e528cf4889b2393703ba00e2db8fad0e406b730/sdks/python/apache_beam/runners/direct/test_direct_runner.py#L42. Otherwise I guess we can go as is, unless @ryanthompson has some other ideas to avoid the awkwardness of this flag until CloudPickle helps us get rid of it. perhaps we can still comment that branching is needed for testing only, but in the examples themselves users would pass True




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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1010219328


   Run Java PreCommi


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[GitHub] [beam] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794960458



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       I added a comment to specify `save_main_session=False` is used only for testing, also I checked that this fails only for TestDirectRunner, tested for [flink](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Flink/7/) and [spark](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Spark/9/).




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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1024712203


   Run Python Examples_Flink


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head 65114a9 differs from pull request most recent head 48b65ac. Consider uploading reports for the commit 48b65ac to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
   + Misses      19788    10110    -9678     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/runtime/coderx/varint.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvY29kZXJ4L3ZhcmludC5nbw==) | | |
   | [sdks/go/pkg/beam/impulse.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9pbXB1bHNlLmdv) | | |
   | [sdks/go/pkg/beam/core/runtime/exec/hash.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZXhlYy9oYXNoLmdv) | | |
   | [...o/pkg/beam/runners/dataflow/dataflowlib/metrics.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9ydW5uZXJzL2RhdGFmbG93L2RhdGFmbG93bGliL21ldHJpY3MuZ28=) | | |
   | ... and [209 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...48b65ac](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
   + Misses      19788    10110    -9678     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/runtime/harness/session.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvaGFybmVzcy9zZXNzaW9uLmdv) | | |
   | [sdks/go/pkg/beam/core/graph/coder/panes.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2dyYXBoL2NvZGVyL3BhbmVzLmdv) | | |
   | [sdks/go/pkg/beam/runners/direct/impulse.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9ydW5uZXJzL2RpcmVjdC9pbXB1bHNlLmdv) | | |
   | [sdks/go/pkg/beam/transforms/stats/quantiles.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS90cmFuc2Zvcm1zL3N0YXRzL3F1YW50aWxlcy5nbw==) | | |
   | ... and [209 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...65114a9](https://codecov.io/gh/apache/beam/pull/16154?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] kileys commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
kileys commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1012641932


   There's a compile error, can you merge form master and re-run the tests?
   `Execution failed for task ':examples:java:twitter:compileJava`


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
   + Misses      19788    10110    -9678     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [.../pkg/beam/runners/universal/extworker/extworker.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9ydW5uZXJzL3VuaXZlcnNhbC9leHR3b3JrZXIvZXh0d29ya2VyLmdv) | | |
   | [sdks/go/pkg/beam/combine.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb21iaW5lLmdv) | | |
   | [sdks/go/pkg/beam/core/runtime/pipelinex/clone.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvcGlwZWxpbmV4L2Nsb25lLmdv) | | |
   | [sdks/go/pkg/beam/core/runtime/genx/genx.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZ2VueC9nZW54Lmdv) | | |
   | ... and [209 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...65114a9](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1013323037


   Run Python Examples_Direct


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[GitHub] [beam] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r789219794



##########
File path: sdks/python/apache_beam/examples/cookbook/bigquery_side_input_it_test.py
##########
@@ -0,0 +1,69 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+"""Integration test for the BigQuery side input example."""
+
+# pytype: skip-file
+
+import logging
+import unittest
+import uuid
+
+import pytest
+from hamcrest.core.core.allof import all_of
+
+from apache_beam.examples.cookbook import bigquery_side_input
+from apache_beam.runners.runner import PipelineState
+from apache_beam.testing.pipeline_verifiers import PipelineStateMatcher
+from apache_beam.testing.test_pipeline import TestPipeline
+from apache_beam.testing.test_utils import delete_files
+
+
+class BigQuerySideInputIT(unittest.TestCase):
+  DEFAULT_OUTPUT_FILE = \
+      'gs://temp-storage-for-end-to-end-tests/py-it-cloud/output'
+
+  def setUp(self):
+    self.test_pipeline = TestPipeline(is_integration_test=True)
+    self.uuid = str(uuid.uuid4())
+
+    self.output = '/'.join([self.DEFAULT_OUTPUT_FILE, self.uuid, 'results'])
+
+  @pytest.mark.examples_postcommit
+  def test_basics(self):
+    state_verifier = PipelineStateMatcher(PipelineState.DONE)
+    NUM_GROUPS = 3
+
+    extra_opts = {
+        'output': self.output + '/side-input',
+        'num_groups': str(NUM_GROUPS),
+        'on_success_matcher': all_of(state_verifier)

Review comment:
       The output of this example is non-deterministic, I'm not sure what verifier can I use




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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6e77c84) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.70%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51520    -8874     
   + Misses      19595    10026    -9569     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvaW50ZXJhY3RpdmVfdXRpbHMucHk=) | `87.80% <0.00%> (-2.44%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
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   | [.../pkg/beam/runners/universal/extworker/extworker.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9ydW5uZXJzL3VuaXZlcnNhbC9leHR3b3JrZXIvZXh0d29ya2VyLmdv) | | |
   | ... and [202 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...6e77c84](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988096270


   Run Python Examples_Spark


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[GitHub] [beam] tvalentyn commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-996309285


   @ibzib Could you please help take a look at spark/flink runner failures - are those functionality gaps, or the tests need additional configuration to set them up properly?
   
   See: https://github.com/apache/beam/pull/16154#issuecomment-988323116


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-998979815


   Run Python Examples_Flink


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-999222738


   Run Python Examples_Spark


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e75b645) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61720   -19238     
   ==========================================
   - Hits        60394    51704    -8690     
   + Misses      19595    10016    -9579     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...python/apache\_beam/runners/worker/worker\_status.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvd29ya2VyX3N0YXR1cy5weQ==) | `78.26% <0.00%> (-1.45%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | ... and [213 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...e75b645](https://codecov.io/gh/apache/beam/pull/16154?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] tvalentyn commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1000614909


   @benWize , were you able to figure out Spark / Flink issue or still need help?


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[GitHub] [beam] tvalentyn edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1006991862


   > I wonder if we can skip those tests for the three runners and link to a new Jira to continue with this activity, or do you think is it better to fix those here?
   
   Skipping for now + adding a JIRA SGTM


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (4ee3c6d) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.03%`.
   > The diff coverage is `40.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.64%   +9.03%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62097   -19701     
   ==========================================
   - Hits        61029    51938    -9091     
   + Misses      19788    10159    -9629     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
   | [...e\_beam/examples/complete/game/hourly\_team\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS9ob3VybHlfdGVhbV9zY29yZS5weQ==) | `59.49% <50.00%> (ø)` | |
   | [...n/apache\_beam/examples/complete/game/user\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS91c2VyX3Njb3JlLnB5) | `62.79% <50.00%> (ø)` | |
   | [...beam/runners/interactive/background\_caching\_job.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9iYWNrZ3JvdW5kX2NhY2hpbmdfam9iLnB5) | `94.26% <0.00%> (-2.29%)` | :arrow_down: |
   | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/16154/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: |
   | [...eam/runners/interactive/interactive\_environment.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9lbnZpcm9ubWVudC5weQ==) | `90.84% <0.00%> (-0.54%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/16154/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)` | |
   | [sdks/python/apache\_beam/examples/wordcount.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50LnB5) | `93.10% <0.00%> (ø)` | |
   | ... and [223 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...4ee3c6d](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (4ee3c6d) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.03%`.
   > The diff coverage is `40.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.64%   +9.03%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62097   -19701     
   ==========================================
   - Hits        61029    51938    -9091     
   + Misses      19788    10159    -9629     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
   | [...e\_beam/examples/complete/game/hourly\_team\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS9ob3VybHlfdGVhbV9zY29yZS5weQ==) | `59.49% <50.00%> (ø)` | |
   | [...n/apache\_beam/examples/complete/game/user\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS91c2VyX3Njb3JlLnB5) | `62.79% <50.00%> (ø)` | |
   | [...beam/runners/interactive/background\_caching\_job.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9iYWNrZ3JvdW5kX2NhY2hpbmdfam9iLnB5) | `94.26% <0.00%> (-2.29%)` | :arrow_down: |
   | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/16154/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: |
   | [...eam/runners/interactive/interactive\_environment.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9lbnZpcm9ubWVudC5weQ==) | `90.84% <0.00%> (-0.54%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/16154/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)` | |
   | [sdks/python/apache\_beam/examples/wordcount.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50LnB5) | `93.10% <0.00%> (ø)` | |
   | ... and [223 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...4ee3c6d](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (4ee3c6d) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.03%`.
   > The diff coverage is `40.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.64%   +9.03%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62097   -19701     
   ==========================================
   - Hits        61029    51938    -9091     
   + Misses      19788    10159    -9629     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
   | [...e\_beam/examples/complete/game/hourly\_team\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS9ob3VybHlfdGVhbV9zY29yZS5weQ==) | `59.49% <50.00%> (ø)` | |
   | [...n/apache\_beam/examples/complete/game/user\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS91c2VyX3Njb3JlLnB5) | `62.79% <50.00%> (ø)` | |
   | [...beam/runners/interactive/background\_caching\_job.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9iYWNrZ3JvdW5kX2NhY2hpbmdfam9iLnB5) | `94.26% <0.00%> (-2.29%)` | :arrow_down: |
   | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/16154/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: |
   | [...eam/runners/interactive/interactive\_environment.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9lbnZpcm9ubWVudC5weQ==) | `90.84% <0.00%> (-0.54%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/16154/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)` | |
   | [sdks/python/apache\_beam/examples/wordcount.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50LnB5) | `93.10% <0.00%> (ø)` | |
   | ... and [223 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...4ee3c6d](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1024711961


   Run Python Examples_Spark


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-994146200


   Run Python Examples_Dataflow


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (014b380) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.16%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.76%   +9.16%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61654   -19304     
   ==========================================
   - Hits        60394    51642    -8752     
   + Misses      19595    10012    -9583     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/testing/teststream/teststream.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS90ZXN0aW5nL3Rlc3RzdHJlYW0vdGVzdHN0cmVhbS5nbw==) | | |
   | [sdks/go/pkg/beam/runners/direct/buffer.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9ydW5uZXJzL2RpcmVjdC9idWZmZXIuZ28=) | | |
   | [sdks/go/pkg/beam/core/runtime/graphx/xlang.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZ3JhcGh4L3hsYW5nLmdv) | | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...014b380](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (f1e9fae) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.19%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.79%   +9.19%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61746   -19212     
   ==========================================
   - Hits        60394    51737    -8657     
   + Misses      19595    10009    -9586     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [sdks/go/pkg/beam/util/gcsx/gcs.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS91dGlsL2djc3gvZ2NzLmdv) | | |
   | [sdks/go/pkg/beam/core/graph/fn.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2dyYXBoL2ZuLmdv) | | |
   | ... and [214 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...f1e9fae](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-998373369


   Run Python Examples_Flink
   


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-999221408


   Run Python Examples_Direct


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (008e0f1) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61716   -19242     
   ==========================================
   - Hits        60394    51705    -8689     
   + Misses      19595    10011    -9584     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [.../python/apache\_beam/testing/test\_stream\_service.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy90ZXN0X3N0cmVhbV9zZXJ2aWNlLnB5) | `88.37% <0.00%> (-4.66%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...che\_beam/runners/interactive/interactive\_runner.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9ydW5uZXIucHk=) | `90.74% <0.00%> (-1.86%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | ... and [219 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...008e0f1](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6e77c84) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `100.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.70%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51520    -8874     
   + Misses      19595    10026    -9569     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvaW50ZXJhY3RpdmVfdXRpbHMucHk=) | `87.80% <0.00%> (-2.44%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/pardo.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9wYXJkby5nbw==) | | |
   | [sdks/go/pkg/beam/core/runtime/harness/statemgr.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvaGFybmVzcy9zdGF0ZW1nci5nbw==) | | |
   | ... and [202 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...6e77c84](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988276881


   Run Python Examples_Flink


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6e77c84) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `100.00%`.
   
   > :exclamation: Current head 6e77c84 differs from pull request most recent head 5d8190c. Consider uploading reports for the commit 5d8190c to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.70%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51520    -8874     
   + Misses      19595    10026    -9569     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvaW50ZXJhY3RpdmVfdXRpbHMucHk=) | `87.80% <0.00%> (-2.44%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/graph/bind.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2dyYXBoL2JpbmQuZ28=) | | |
   | [sdks/go/pkg/beam/core/util/symtab/symtab.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3V0aWwvc3ltdGFiL3N5bXRhYi5nbw==) | | |
   | ... and [202 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5d8190c](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5d8190c) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.71%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51525    -8869     
   + Misses      19595    10021    -9574     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.51% <0.00%> (ø)` | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5d8190c](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5e6c4dc) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.07%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.67%   +9.07%     
   ==========================================
     Files         642      452     -190     
     Lines       80958    61982   -18976     
   ==========================================
   - Hits        60394    51865    -8529     
   + Misses      19595    10117    -9478     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...python/apache\_beam/internal/cloudpickle\_pickler.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvY2xvdWRwaWNrbGVfcGlja2xlci5weQ==) | `84.31% <0.00%> (-2.05%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.26% <0.00%> (-0.25%)` | :arrow_down: |
   | [...ython/apache\_beam/io/gcp/experimental/spannerio.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2V4cGVyaW1lbnRhbC9zcGFubmVyaW8ucHk=) | `82.31% <0.00%> (-0.21%)` | :arrow_down: |
   | ... and [240 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5e6c4dc](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1009133802


   Run Python Examples_Direct


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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1007717399






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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5e6c4dc) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.07%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.67%   +9.07%     
   ==========================================
     Files         642      452     -190     
     Lines       80958    61982   -18976     
   ==========================================
   - Hits        60394    51865    -8529     
   + Misses      19595    10117    -9478     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...python/apache\_beam/internal/cloudpickle\_pickler.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvY2xvdWRwaWNrbGVfcGlja2xlci5weQ==) | `84.31% <0.00%> (-2.05%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.26% <0.00%> (-0.25%)` | :arrow_down: |
   | [...ython/apache\_beam/io/gcp/experimental/spannerio.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2V4cGVyaW1lbnRhbC9zcGFubmVyaW8ucHk=) | `82.31% <0.00%> (-0.21%)` | :arrow_down: |
   | ... and [240 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5e6c4dc](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1013261848


   Run Portable_Python PreCommit


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (a3cd641) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61712   -19246     
   ==========================================
   - Hits        60394    51701    -8693     
   + Misses      19595    10011    -9584     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/runners/direct/impulse.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9ydW5uZXJzL2RpcmVjdC9pbXB1bHNlLmdv) | | |
   | [sdks/go/pkg/beam/core/runtime/exec/status.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZXhlYy9zdGF0dXMuZ28=) | | |
   | ... and [212 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...a3cd641](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (a3cd641) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61712   -19246     
   ==========================================
   - Hits        60394    51701    -8693     
   + Misses      19595    10011    -9584     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/artifact/stage.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9hcnRpZmFjdC9zdGFnZS5nbw==) | | |
   | [.../go/pkg/beam/runners/dataflow/dataflowlib/fixup.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9ydW5uZXJzL2RhdGFmbG93L2RhdGFmbG93bGliL2ZpeHVwLmdv) | | |
   | ... and [212 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...a3cd641](https://codecov.io/gh/apache/beam/pull/16154?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] tvalentyn commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1006991862


   > I wonder if we can skip those tests for the three runners and link to a new Jira to continue with this activity, or do you think is it better to fix those here?
   Skipping for now + adding a JIRA SGTM


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (de93180) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.09%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.69%   +9.09%     
   ==========================================
     Files         642      452     -190     
     Lines       80958    61975   -18983     
   ==========================================
   - Hits        60394    51872    -8522     
   + Misses      19595    10103    -9492     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [...ython/apache\_beam/io/gcp/experimental/spannerio.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2V4cGVyaW1lbnRhbC9zcGFubmVyaW8ucHk=) | `82.31% <0.00%> (-0.21%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `90.31% <0.00%> (-0.14%)` | :arrow_down: |
   | ... and [242 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...de93180](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1009143702


   Run Python Examples_Dataflow


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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1009143283






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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5e6c4dc) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.07%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.67%   +9.07%     
   ==========================================
     Files         642      452     -190     
     Lines       80958    61982   -18976     
   ==========================================
   - Hits        60394    51865    -8529     
   + Misses      19595    10117    -9478     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...python/apache\_beam/internal/cloudpickle\_pickler.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvY2xvdWRwaWNrbGVfcGlja2xlci5weQ==) | `84.31% <0.00%> (-2.05%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.26% <0.00%> (-0.25%)` | :arrow_down: |
   | [...ython/apache\_beam/io/gcp/experimental/spannerio.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2V4cGVyaW1lbnRhbC9zcGFubmVyaW8ucHk=) | `82.31% <0.00%> (-0.21%)` | :arrow_down: |
   | ... and [240 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5e6c4dc](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868






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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1013366535






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[GitHub] [beam] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r789201448



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete_test.py
##########
@@ -71,6 +79,33 @@ def test_autocomplete_it(self):
 
       assert_that(checksum, equal_to([self.KINGLEAR_HASH_SUM]))
 
+  @pytest.mark.examples_postcommit
+  def test_basics(self):
+    EXPECTED_PREFIXES = "t: [(3, 'to'), (2, 'this'), (1, 'that')]\n" \
+                          "th: [(2, 'this'), (1, 'that')]\n" \
+                          "thi: [(2, 'this')]\n" \
+                          "this: [(2, 'this')]\n" \
+                          "tha: [(1, 'that')]\n" \
+                          "that: [(1, 'that')]\n" \
+                          "to: [(3, 'to')]"
+
+    # Setup the files with expected content.
+    temp_folder = tempfile.mkdtemp()
+    self.create_file(
+        os.path.join(temp_folder, 'input.txt'), ' '.join(self.WORDS))
+    autocomplete.run([
+        '--input=%s/input.txt' % temp_folder,
+        '--output',
+        os.path.join(temp_folder, 'result')
+    ],
+                     save_main_session=False)
+
+    # Load result file and compare.
+    with open_shards(os.path.join(temp_folder, 'result-*-of-*')) as result_file:
+      result = result_file.read().strip()
+
+    self.assertEqual(result, EXPECTED_PREFIXES)

Review comment:
       I've tested it several times, and it always produces the same result order




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[GitHub] [beam] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r789205801



##########
File path: sdks/python/apache_beam/examples/complete/game/user_score_it_test.py
##########
@@ -84,6 +85,32 @@ def test_user_score_it(self):
         self.test_pipeline.get_full_options_as_args(**extra_opts),
         save_main_session=False)
 
+  @pytest.mark.examples_postcommit
+  def test_basics(self):

Review comment:
       Change it




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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b7a5321) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.04%`.
   > The diff coverage is `40.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.65%   +9.04%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62095   -19703     
   ==========================================
   - Hits        61029    51943    -9086     
   + Misses      19788    10152    -9636     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
   | [...e\_beam/examples/complete/game/hourly\_team\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS9ob3VybHlfdGVhbV9zY29yZS5weQ==) | `59.49% <50.00%> (ø)` | |
   | [...n/apache\_beam/examples/complete/game/user\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS91c2VyX3Njb3JlLnB5) | `62.79% <50.00%> (ø)` | |
   | [...beam/runners/interactive/background\_caching\_job.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9iYWNrZ3JvdW5kX2NhY2hpbmdfam9iLnB5) | `94.26% <0.00%> (-2.29%)` | :arrow_down: |
   | [...eam/runners/interactive/interactive\_environment.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9lbnZpcm9ubWVudC5weQ==) | `90.84% <0.00%> (-0.54%)` | :arrow_down: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/16154/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)` | |
   | [sdks/python/apache\_beam/examples/wordcount.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50LnB5) | `93.10% <0.00%> (ø)` | |
   | [...dks/python/apache\_beam/options/pipeline\_options.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vb3B0aW9ucy9waXBlbGluZV9vcHRpb25zLnB5) | `95.27% <0.00%> (ø)` | |
   | [...s/python/apache\_beam/examples/wordcount\_minimal.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50X21pbmltYWwucHk=) | `92.85% <0.00%> (ø)` | |
   | ... and [220 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...b7a5321](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1018007076


   Run Python Examples_Direct


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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794168494



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete_test.py
##########
@@ -71,6 +79,33 @@ def test_autocomplete_it(self):
 
       assert_that(checksum, equal_to([self.KINGLEAR_HASH_SUM]))
 
+  @pytest.mark.examples_postcommit
+  def test_basics(self):
+    EXPECTED_PREFIXES = "t: [(3, 'to'), (2, 'this'), (1, 'that')]\n" \
+                          "th: [(2, 'this'), (1, 'that')]\n" \
+                          "thi: [(2, 'this')]\n" \
+                          "this: [(2, 'this')]\n" \
+                          "tha: [(1, 'that')]\n" \
+                          "that: [(1, 'that')]\n" \
+                          "to: [(3, 'to')]"
+
+    # Setup the files with expected content.
+    temp_folder = tempfile.mkdtemp()
+    self.create_file(
+        os.path.join(temp_folder, 'input.txt'), ' '.join(self.WORDS))
+    autocomplete.run([
+        '--input=%s/input.txt' % temp_folder,
+        '--output',
+        os.path.join(temp_folder, 'result')
+    ],
+                     save_main_session=False)
+
+    # Load result file and compare.
+    with open_shards(os.path.join(temp_folder, 'result-*-of-*')) as result_file:
+      result = result_file.read().strip()
+
+    self.assertEqual(result, EXPECTED_PREFIXES)

Review comment:
       I didn't look too closely into this example but unless Beam model guarantees ordering in this case, sorting would be prudent. PCollections by themselves don't guarantee the order.




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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794166699



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       cc: @ryanthompson591 FYI. With CloudPickle we should be able to  remove such save_main_session cruft. 




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[GitHub] [beam] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794954239



##########
File path: sdks/python/apache_beam/examples/complete/game/hourly_team_score_it_test.py
##########
@@ -90,6 +90,35 @@ def test_hourly_team_score_it(self):
         self.test_pipeline.get_full_options_as_args(**extra_opts),
         save_main_session=False)
 
+  @pytest.mark.examples_postcommit
+  def test_hourly_team_score_output_checksum_on_small_input(self):
+    # Small dataset to prevent OOM when running in local runners

Review comment:
       Comment changed

##########
File path: sdks/python/apache_beam/examples/complete/estimate_pi_test.py
##########
@@ -51,6 +54,20 @@ def test_basics(self):
       # trials.
       assert_that(result, in_between(3.125, 3.155))
 
+  @pytest.mark.examples_postcommit
+  def test_estimate_pi_output_file(self):
+    temp_folder = tempfile.mkdtemp()
+    estimate_pi.run(
+        ['--output', os.path.join(temp_folder, 'result'), '--tries', '5000'],
+        save_main_session=False)
+    # Load result file and compare.
+    with open_shards(os.path.join(temp_folder, 'result-*-of-*')) as result_file:
+      result = json.loads(result_file.read().strip())[2]

Review comment:
       Changed it

##########
File path: sdks/python/apache_beam/examples/complete/estimate_pi.py
##########
@@ -101,21 +101,27 @@ def expand(self, pcoll):
         | 'Sum' >> beam.CombineGlobally(combine_results).without_defaults())
 
 
-def run(argv=None):
+def run(argv=None, save_main_session=True):
 
   parser = argparse.ArgumentParser()
   parser.add_argument(
       '--output', required=True, help='Output file to write results to.')
+  parser.add_argument(

Review comment:
       Ok, changed it

##########
File path: sdks/python/apache_beam/examples/complete/autocomplete_test.py
##########
@@ -37,7 +41,11 @@ class AutocompleteTest(unittest.TestCase):
   KINGLEAR_HASH_SUM = 268011785062540
   KINGLEAR_INPUT = 'gs://dataflow-samples/shakespeare/kinglear.txt'
 
-  @pytest.mark.examples_postcommit
+  def create_file(self, path, contents):

Review comment:
       Done




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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


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   > Merging [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (4ee3c6d) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.03%`.
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   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.64%   +9.03%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62097   -19701     
   ==========================================
   - Hits        61029    51938    -9091     
   + Misses      19788    10159    -9629     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
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   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
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   | ... and [223 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...4ee3c6d](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5d8190c) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head 5d8190c differs from pull request most recent head 014b380. Consider uploading reports for the commit 014b380 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.71%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51525    -8869     
   + Misses      19595    10021    -9574     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.51% <0.00%> (ø)` | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...014b380](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5d8190c) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.11%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head 5d8190c differs from pull request most recent head 06d43c2. Consider uploading reports for the commit 06d43c2 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.71%   +9.11%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61546   -19412     
   ==========================================
   - Hits        60394    51525    -8869     
   + Misses      19595    10021    -9574     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.51% <0.00%> (ø)` | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...06d43c2](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988198808


   Run Python Examples_Direct


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[GitHub] [beam] tvalentyn commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-994161486


   Thanks, sorry for a delay in review.
   
   I wonder if you saw coders example failing https://issues.apache.org/jira/browse/BEAM-12573, I don't think it's fixed, but didn't try it recently


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[GitHub] [beam] ibzib commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
ibzib commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1028495749


   I think this broke Python postcommits, PTAL @benWize https://issues.apache.org/jira/browse/BEAM-13811


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head 65114a9 differs from pull request most recent head 0351404. Consider uploading reports for the commit 0351404 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
   + Misses      19788    10110    -9678     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
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   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/16154?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/16154?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 [0a220a1...0351404](https://codecov.io/gh/apache/beam/pull/16154?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] tvalentyn merged pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn merged pull request #16154:
URL: https://github.com/apache/beam/pull/16154


   


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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1027341808


   Run Java_Examples_Dataflow_Java17 PreCommit


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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1027341670


   Run Java PreCommit


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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1027358854


   Thank you @tvalentyn!


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[GitHub] [beam] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794960458



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       I added a comment to specify save_main_session=False is used only for testing, also I checked that this fails only for TestDirectRunner, tested for [flink](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Flink/7/) and [spark](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Spark/9/).




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[GitHub] [beam] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794958981



##########
File path: sdks/python/apache_beam/examples/complete/game/user_score_test.py
##########
@@ -42,7 +40,6 @@ class UserScoreTest(unittest.TestCase):
       'user1_team1,team1,14,1447697463000,2015-11-16 18:11:03.955',
   ]
 
-  @pytest.mark.examples_postcommit

Review comment:
       I added this mark on a previous PR for the same ticket, but this test https://github.com/apache/beam/blob/aefdc89b927a9e7099fd4a2cc4080babf4ec9790/sdks/python/apache_beam/examples/complete/game/user_score_test.py#L43 was testing only a transform instead of the full pipeline of the example, I created a new test https://github.com/apache/beam/blob/aefdc89b927a9e7099fd4a2cc4080babf4ec9790/sdks/python/apache_beam/examples/complete/game/user_score_it_test.py#L89.




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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794164784



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       Thank you! for posterity as Jenkins logs don't last:
   ```
   Error Message
   RecursionError: maximum recursion depth exceeded while calling a Python object
   Stacktrace
   self = <apache_beam.examples.complete.autocomplete_test.AutocompleteTest testMethod=test_autocomplete_output_files_on_small_input>
   
       @pytest.mark.examples_postcommit
       def test_autocomplete_output_files_on_small_input(self):
         EXPECTED_PREFIXES = "t: [(3, 'to'), (2, 'this'), (1, 'that')]\n" \
                               "th: [(2, 'this'), (1, 'that')]\n" \
                               "thi: [(2, 'this')]\n" \
                               "this: [(2, 'this')]\n" \
                               "tha: [(1, 'that')]\n" \
                               "that: [(1, 'that')]\n" \
                               "to: [(3, 'to')]"
       
         # Setup the files with expected content.
         temp_folder = tempfile.mkdtemp()
         self.create_file(
             os.path.join(temp_folder, 'input.txt'), ' '.join(self.WORDS))
         autocomplete.run([
             '--input=%s/input.txt' % temp_folder,
             '--output',
   >         os.path.join(temp_folder, 'result')
         ])
   
   apache_beam/examples/complete/autocomplete_test.py:99: 
   _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
   apache_beam/examples/complete/autocomplete.py:56: in run
       | 'write' >> WriteToText(known_args.output))
   apache_beam/pipeline.py:596: in __exit__
       self.result = self.run()
   apache_beam/pipeline.py:570: in run
       pickler.dump_session(os.path.join(tmpdir, 'main_session.pickle'))
   apache_beam/internal/pickler.py:61: in dump_session
       return desired_pickle_lib.dump_session(file_path)
   apache_beam/internal/dill_pickler.py:307: in dump_session
       dill.load_session(file_path)
   ../../build/gradleenv/1398941891/lib/python3.7/site-packages/dill/_dill.py:368: in load_session
       module = unpickler.load()
   ../../build/gradleenv/1398941891/lib/python3.7/site-packages/dill/_dill.py:472: in load
       obj = StockUnpickler.load(self)
   ../../build/gradleenv/1398941891/lib/python3.7/site-packages/execnet/gateway_base.py:143: in __getattr__
       locs = self._importdef.get(name)
   ../../build/gradleenv/1398941891/lib/python3.7/site-packages/execnet/gateway_base.py:143: in __getattr__
       locs = self._importdef.get(name)
   ../../build/gradleenv/1398941891/lib/python3.7/site-packages/execnet/gateway_base.py:143: in __getattr__
       locs = self._importdef.get(name)
   E   RecursionError: maximum recursion depth exceeded while calling a Python object
   !!! Recursion detected (same locals & position)
   ```




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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794171212



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       @benWize is the TestDirectRunner the only one affected by it? If so, we could potentially override this setting in https://github.com/apache/beam/blob/5e528cf4889b2393703ba00e2db8fad0e406b730/sdks/python/apache_beam/runners/direct/test_direct_runner.py#L42. Otherwise I guess we can go as is, unless @ryanthompson591  has some other ideas to avoid the awkwardness of this flag until CloudPickle helps us get rid of it. perhaps we can still comment that branching is needed for testing only, but in the examples themselves users would pass True




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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794164784



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       for posterity as Jenkins logs don't last:
   ```
   Error Message
   RecursionError: maximum recursion depth exceeded while calling a Python object
   Stacktrace
   self = <apache_beam.examples.complete.autocomplete_test.AutocompleteTest testMethod=test_autocomplete_output_files_on_small_input>
   
       @pytest.mark.examples_postcommit
       def test_autocomplete_output_files_on_small_input(self):
         EXPECTED_PREFIXES = "t: [(3, 'to'), (2, 'this'), (1, 'that')]\n" \
                               "th: [(2, 'this'), (1, 'that')]\n" \
                               "thi: [(2, 'this')]\n" \
                               "this: [(2, 'this')]\n" \
                               "tha: [(1, 'that')]\n" \
                               "that: [(1, 'that')]\n" \
                               "to: [(3, 'to')]"
       
         # Setup the files with expected content.
         temp_folder = tempfile.mkdtemp()
         self.create_file(
             os.path.join(temp_folder, 'input.txt'), ' '.join(self.WORDS))
         autocomplete.run([
             '--input=%s/input.txt' % temp_folder,
             '--output',
   >         os.path.join(temp_folder, 'result')
         ])
   
   apache_beam/examples/complete/autocomplete_test.py:99: 
   _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
   apache_beam/examples/complete/autocomplete.py:56: in run
       | 'write' >> WriteToText(known_args.output))
   apache_beam/pipeline.py:596: in __exit__
       self.result = self.run()
   apache_beam/pipeline.py:570: in run
       pickler.dump_session(os.path.join(tmpdir, 'main_session.pickle'))
   apache_beam/internal/pickler.py:61: in dump_session
       return desired_pickle_lib.dump_session(file_path)
   apache_beam/internal/dill_pickler.py:307: in dump_session
       dill.load_session(file_path)
   ../../build/gradleenv/1398941891/lib/python3.7/site-packages/dill/_dill.py:368: in load_session
       module = unpickler.load()
   ../../build/gradleenv/1398941891/lib/python3.7/site-packages/dill/_dill.py:472: in load
       obj = StockUnpickler.load(self)
   ../../build/gradleenv/1398941891/lib/python3.7/site-packages/execnet/gateway_base.py:143: in __getattr__
       locs = self._importdef.get(name)
   ../../build/gradleenv/1398941891/lib/python3.7/site-packages/execnet/gateway_base.py:143: in __getattr__
       locs = self._importdef.get(name)
   ../../build/gradleenv/1398941891/lib/python3.7/site-packages/execnet/gateway_base.py:143: in __getattr__
       locs = self._importdef.get(name)
   E   RecursionError: maximum recursion depth exceeded while calling a Python object
   !!! Recursion detected (same locals & position)
   ```




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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794163006



##########
File path: sdks/python/apache_beam/examples/cookbook/bigquery_side_input_it_test.py
##########
@@ -0,0 +1,69 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+"""Integration test for the BigQuery side input example."""
+
+# pytype: skip-file
+
+import logging
+import unittest
+import uuid
+
+import pytest
+from hamcrest.core.core.allof import all_of
+
+from apache_beam.examples.cookbook import bigquery_side_input
+from apache_beam.runners.runner import PipelineState
+from apache_beam.testing.pipeline_verifiers import PipelineStateMatcher
+from apache_beam.testing.test_pipeline import TestPipeline
+from apache_beam.testing.test_utils import delete_files
+
+
+class BigQuerySideInputIT(unittest.TestCase):
+  DEFAULT_OUTPUT_FILE = \
+      'gs://temp-storage-for-end-to-end-tests/py-it-cloud/output'
+
+  def setUp(self):
+    self.test_pipeline = TestPipeline(is_integration_test=True)
+    self.uuid = str(uuid.uuid4())
+
+    self.output = '/'.join([self.DEFAULT_OUTPUT_FILE, self.uuid, 'results'])
+
+  @pytest.mark.examples_postcommit
+  def test_basics(self):
+    state_verifier = PipelineStateMatcher(PipelineState.DONE)
+    NUM_GROUPS = 3
+
+    extra_opts = {
+        'output': self.output + '/side-input',
+        'num_groups': str(NUM_GROUPS),
+        'on_success_matcher': all_of(state_verifier)

Review comment:
       Thanks, I didn't realize it was the case.




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[GitHub] [beam] tvalentyn edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1022786042


   @benWize replied to my comments, I have to take another look


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[GitHub] [beam] benWize removed a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize removed a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1010219328


   Run Java PreCommi


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


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   > Merging [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
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   @@            Coverage Diff             @@
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   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
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   | [sdks/go/pkg/beam/core/runtime/exec/pardo.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZXhlYy9wYXJkby5nbw==) | | |
   | [sdks/go/pkg/beam/core/runtime/graphx/dataflow.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZ3JhcGh4L2RhdGFmbG93Lmdv) | | |
   | ... and [209 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...65114a9](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
   + Misses      19788    10110    -9678     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [sdks/go/pkg/beam/external.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9leHRlcm5hbC5nbw==) | | |
   | [sdks/go/pkg/beam/core/runtime/exec/translate.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZXhlYy90cmFuc2xhdGUuZ28=) | | |
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   | [...kg/beam/core/runtime/xlangx/expansionx/download.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUveGxhbmd4L2V4cGFuc2lvbngvZG93bmxvYWQuZ28=) | | |
   | ... and [209 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...65114a9](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (de93180) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.09%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.69%   +9.09%     
   ==========================================
     Files         642      452     -190     
     Lines       80958    61975   -18983     
   ==========================================
   - Hits        60394    51872    -8522     
   + Misses      19595    10103    -9492     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [...ython/apache\_beam/io/gcp/experimental/spannerio.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2V4cGVyaW1lbnRhbC9zcGFubmVyaW8ucHk=) | `82.31% <0.00%> (-0.21%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `90.31% <0.00%> (-0.14%)` | :arrow_down: |
   | ... and [242 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...de93180](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r789205801



##########
File path: sdks/python/apache_beam/examples/complete/game/user_score_it_test.py
##########
@@ -84,6 +85,32 @@ def test_user_score_it(self):
         self.test_pipeline.get_full_options_as_args(**extra_opts),
         save_main_session=False)
 
+  @pytest.mark.examples_postcommit
+  def test_basics(self):

Review comment:
       Changed it




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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1000061606


   Run Python Examples_Direct


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (8b92d94) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.14%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head 8b92d94 differs from pull request most recent head a3cd641. Consider uploading reports for the commit a3cd641 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.74%   +9.14%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61693   -19265     
   ==========================================
   - Hits        60394    51665    -8729     
   + Misses      19595    10028    -9567     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdXRpbHMvaW50ZXJhY3RpdmVfdXRpbHMucHk=) | `87.80% <0.00%> (-2.44%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | ... and [212 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...a3cd641](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-994172078


   > Thanks, sorry for a delay in review.
   > 
   > I wonder if you saw coders example failing https://issues.apache.org/jira/browse/BEAM-12573, I don't think it's fixed, but didn't try it recently
   
   I got a [failure](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Dataflow/1/testReport/apache_beam.examples.cookbook.coders_test/CodersTest/test_basics/) in coders example but was different of the jira issue `(RecursionError: maximum recursion depth exceeded
   )` that I solved it with `save_main_session=False` on https://github.com/apache/beam/blob/8b92d94ca5d9563422abfe8ea129516fc9693e06/sdks/python/apache_beam/examples/cookbook/coders.py#L72


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (a3cd641) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61712   -19246     
   ==========================================
   - Hits        60394    51701    -8693     
   + Misses      19595    10011    -9584     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...kg/beam/core/runtime/graphx/schema/logicaltypes.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZ3JhcGh4L3NjaGVtYS9sb2dpY2FsdHlwZXMuZ28=) | | |
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   | ... and [212 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...a3cd641](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5e6c4dc) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.07%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.67%   +9.07%     
   ==========================================
     Files         642      452     -190     
     Lines       80958    61982   -18976     
   ==========================================
   - Hits        60394    51865    -8529     
   + Misses      19595    10117    -9478     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...python/apache\_beam/internal/cloudpickle\_pickler.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvY2xvdWRwaWNrbGVfcGlja2xlci5weQ==) | `84.31% <0.00%> (-2.05%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `93.26% <0.00%> (-0.25%)` | :arrow_down: |
   | [...ython/apache\_beam/io/gcp/experimental/spannerio.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2V4cGVyaW1lbnRhbC9zcGFubmVyaW8ucHk=) | `82.31% <0.00%> (-0.21%)` | :arrow_down: |
   | ... and [240 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5e6c4dc](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1009175241


   Hi @tvalentyn, with the skipped tests, all the test suites are passing now
   - [Dataflow](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Dataflow/11/testReport/)
   - [Direct](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Direct/10/testReport/)
   - [Spark](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Spark/7/testReport/)
   - [Flink](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Flink/5/testReport/)
   
   [This](https://issues.apache.org/jira/browse/BEAM-13613) is the Jira created to follow up the still falling tests.
   I think we can resume the review
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5e6c4dc) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.06%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head 5e6c4dc differs from pull request most recent head 65114a9. Consider uploading reports for the commit 65114a9 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.67%   +9.06%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    61982   -19816     
   ==========================================
   - Hits        61029    51865    -9164     
   + Misses      19788    10117    -9671     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/dataframe/transforms.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL3RyYW5zZm9ybXMucHk=) | `94.92% <0.00%> (-0.34%)` | :arrow_down: |
   | [...eam/io/gcp/datastore/v1new/rampup\_throttling\_fn.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2RhdGFzdG9yZS92MW5ldy9yYW1wdXBfdGhyb3R0bGluZ19mbi5weQ==) | `95.12% <0.00%> (-0.34%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/gcp/bigtableio.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3RhYmxlaW8ucHk=) | `79.22% <0.00%> (-0.27%)` | :arrow_down: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | ... and [224 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...65114a9](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988096840


   Run Python Examples_Dataflow


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988199035


   Run Python Examples_Dataflow


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988220841


   Run Python Examples_Dataflow


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[GitHub] [beam] kileys commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
kileys commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1015794798


   @tvalentyn could you take another look? Thanks!


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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794961792



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       I think when I tried the example on a regular direct runner, there were also no issues. If that's the case, could you please check if we could instead remove the `--save_main_session=True` from `options` within test_direct_runner instead of having to add `--save_main_session=False` into the tests?




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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794961792



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       I think when I tried the example on a regular direct runner, there were also no issues. If that's the case, could you please check if we could instead remove the `--save_main_session=True` from `options` within test_direct_runner instead of having to add `--save_main_session=False` into the tests+parameterize the examples with this param?




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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (008e0f1) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head 008e0f1 differs from pull request most recent head e75b645. Consider uploading reports for the commit e75b645 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61716   -19242     
   ==========================================
   - Hits        60394    51705    -8689     
   + Misses      19595    10011    -9584     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [.../python/apache\_beam/testing/test\_stream\_service.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy90ZXN0X3N0cmVhbV9zZXJ2aWNlLnB5) | `88.37% <0.00%> (-4.66%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...che\_beam/runners/interactive/interactive\_runner.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9ydW5uZXIucHk=) | `90.74% <0.00%> (-1.86%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | ... and [219 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...e75b645](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (a3cd641) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head a3cd641 differs from pull request most recent head 008e0f1. Consider uploading reports for the commit 008e0f1 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61712   -19246     
   ==========================================
   - Hits        60394    51701    -8693     
   + Misses      19595    10011    -9584     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/metrics.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9tZXRyaWNzLmdv) | | |
   | [sdks/go/pkg/beam/core/runtime/exec/window.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZXhlYy93aW5kb3cuZ28=) | | |
   | ... and [212 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...008e0f1](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (008e0f1) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61716   -19242     
   ==========================================
   - Hits        60394    51705    -8689     
   + Misses      19595    10011    -9584     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [.../python/apache\_beam/testing/test\_stream\_service.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy90ZXN0X3N0cmVhbV9zZXJ2aWNlLnB5) | `88.37% <0.00%> (-4.66%)` | :arrow_down: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...che\_beam/runners/interactive/interactive\_runner.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9ydW5uZXIucHk=) | `90.74% <0.00%> (-1.86%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | ... and [219 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...008e0f1](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e75b645) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head e75b645 differs from pull request most recent head f1e9fae. Consider uploading reports for the commit f1e9fae to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61720   -19238     
   ==========================================
   - Hits        60394    51704    -8690     
   + Misses      19595    10016    -9579     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...python/apache\_beam/runners/worker/worker\_status.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvd29ya2VyX3N0YXR1cy5weQ==) | `78.26% <0.00%> (-1.45%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | ... and [213 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...f1e9fae](https://codecov.io/gh/apache/beam/pull/16154?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] benWize edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988323116


   Hi @tvalentyn, I've been working in this PR to execute the examples in Direct, Dataflow, Spark, and Flink runners. 
   I added some tests to the examples that weren't running the same pipeline in the existing tests. 
   Some of the tests fail for specific runners, would you help me to review if I have something missing in the config task for each runner, or maybe If there are examples that are expected to fail for a specific runner, and I need to ignore those. 
   
   - [Dataflow](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Dataflow/3/testReport/): Almost all examples succeed, only [this](https://github.com/apache/beam/blob/5d8190ca6d17aa14e2a6460f48debef715823aef/sdks/python/apache_beam/examples/complete/top_wikipedia_sessions_test.py#L90) example is failing, not sure If is because of how the output file is created, maybe writing to GCS would work.
   - [Spark](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Spark/2/#showFailuresLink) here multiple tests are failing, most are integration tests that require setUp or tearDown of external resources.
   - [Flink](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Flink/2/#showFailuresLink) same as Spark, most of the integration tests failing.
   - [Direct](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Direct/3/#showFailuresLink) some integration tests failing too.
   
   I think now most of the examples have a corresponding test that executes it, <del>the only one missing is https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/cookbook/filters.py#L75 because I'm not sure what BQ dataset can I use to test it. </del> (Test added in https://github.com/apache/beam/pull/16154/commits/06d43c2aebb1ebb0ed5910bbba81bfa769285045)


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-993000495


   Run Python Examples_Dataflow


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (014b380) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.16%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.76%   +9.16%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61654   -19304     
   ==========================================
   - Hits        60394    51642    -8752     
   + Misses      19595    10012    -9583     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/runtime/xlangx/registry.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUveGxhbmd4L3JlZ2lzdHJ5Lmdv) | | |
   | [sdks/go/pkg/beam/transforms/stats/min\_switch.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS90cmFuc2Zvcm1zL3N0YXRzL21pbl9zd2l0Y2guZ28=) | | |
   | [sdks/go/pkg/beam/core/runtime/init.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvaW5pdC5nbw==) | | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...014b380](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-993015656


   Run Python Examples_Dataflow


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[GitHub] [beam] benWize edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988323116


   Hi @tvalentyn, I've been working in this PR to execute the examples in Direct, Dataflow, Spark, and Flink runners. 
   I added some tests to the examples that weren't running the same pipeline in the existing tests. 
   Some of the tests fail for specific runners, would you help me to review if I have something missing in the config task for each runner, or maybe If there are examples that are expected to fail for a specific runner, and I need to ignore those. 
   
   - [Dataflow](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Dataflow/3/testReport/): Almost all examples succeed, only [this](https://github.com/apache/beam/blob/014b3805dc94762372c6871c1885307ea759397a/sdks/python/apache_beam/examples/cookbook/bigquery_side_input_test.py#L68) example is failing, not sure If is because of how the output file is created, maybe writing to GCS would work.
   - [Spark](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Spark/2/#showFailuresLink) here multiple tests are failing, most are integration tests that require setUp or tearDown of external resources.
   - [Flink](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Flink/2/#showFailuresLink) same as Spark, most of the integration tests failing.
   - [Direct](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Direct/3/#showFailuresLink) some integration tests failing too.
   
   I think now most of the examples have a corresponding test that executes it, <del>the only one missing is https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/cookbook/filters.py#L75 because I'm not sure what BQ dataset can I use to test it. </del> (Test added in https://github.com/apache/beam/pull/16154/commits/06d43c2aebb1ebb0ed5910bbba81bfa769285045)


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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1027002600


   Run Python Examples_Direct


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[GitHub] [beam] kileys commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
kileys commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1027347878


   FYI, Java 17 test is WIP, so it's okay that it's failing on this PR


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


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   > Merging [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b7a5321) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.04%`.
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   ```diff
   @@            Coverage Diff             @@
   ##           master   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.65%   +9.04%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62095   -19703     
   ==========================================
   - Hits        61029    51943    -9086     
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   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
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   | [...beam/runners/interactive/background\_caching\_job.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9iYWNrZ3JvdW5kX2NhY2hpbmdfam9iLnB5) | `94.26% <0.00%> (-2.29%)` | :arrow_down: |
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   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/16154/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)` | |
   | [sdks/python/apache\_beam/examples/wordcount.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50LnB5) | `93.10% <0.00%> (ø)` | |
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   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/16154?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/16154?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 [0a220a1...4ee3c6d](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (5e6c4dc) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.07%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.67%   +9.07%     
   ==========================================
     Files         642      452     -190     
     Lines       80958    61982   -18976     
   ==========================================
   - Hits        60394    51865    -8529     
   + Misses      19595    10117    -9478     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
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   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
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   | ... and [240 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5e6c4dc](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1028516491


   Running Python PostCommit on #16709, the failure is related to this discussion https://github.com/apache/beam/pull/16154#discussion_r787332637
   Sorry, I didn't catch the failures on Python PostCommit


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (014b380) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.16%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.76%   +9.16%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61654   -19304     
   ==========================================
   - Hits        60394    51642    -8752     
   + Misses      19595    10012    -9583     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/funcx/output.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2Z1bmN4L291dHB1dC5nbw==) | | |
   | [sdks/go/pkg/beam/core/runtime/graphx/user.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZ3JhcGh4L3VzZXIuZ28=) | | |
   | [sdks/go/pkg/beam/io/filesystem/memfs/memory.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9pby9maWxlc3lzdGVtL21lbWZzL21lbW9yeS5nbw==) | | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...014b380](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (014b380) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.16%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.76%   +9.16%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61654   -19304     
   ==========================================
   - Hits        60394    51642    -8752     
   + Misses      19595    10012    -9583     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/runtime/xlangx/namespace.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUveGxhbmd4L25hbWVzcGFjZS5nbw==) | | |
   | [.../go/pkg/beam/runners/dataflow/dataflowlib/fixup.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9ydW5uZXJzL2RhdGFmbG93L2RhdGFmbG93bGliL2ZpeHVwLmdv) | | |
   | [sdks/go/pkg/beam/core/runtime/graphx/coder.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZ3JhcGh4L2NvZGVyLmdv) | | |
   | ... and [207 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...014b380](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (f1e9fae) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.19%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.79%   +9.19%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61746   -19212     
   ==========================================
   - Hits        60394    51737    -8657     
   + Misses      19595    10009    -9586     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/runtime/graphx/xlang.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZ3JhcGh4L3hsYW5nLmdv) | | |
   | [sdks/go/pkg/beam/testing/passert/count.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS90ZXN0aW5nL3Bhc3NlcnQvY291bnQuZ28=) | | |
   | ... and [214 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...f1e9fae](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (f1e9fae) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.19%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.79%   +9.19%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61746   -19212     
   ==========================================
   - Hits        60394    51737    -8657     
   + Misses      19595    10009    -9586     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
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   | [sdks/go/pkg/beam/core/runtime/graphx/dataflow.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZ3JhcGh4L2RhdGFmbG93Lmdv) | | |
   | ... and [214 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...f1e9fae](https://codecov.io/gh/apache/beam/pull/16154?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] tvalentyn commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1000615928


   Once this is finalized, we should add new suites into https://github.com/apache/beam/blob/master/release/src/main/scripts/mass_comment.py#L30-L62.
   


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e75b645) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.17%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.77%   +9.17%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61720   -19238     
   ==========================================
   - Hits        60394    51704    -8690     
   + Misses      19595    10016    -9579     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [...python/apache\_beam/runners/worker/worker\_status.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvd29ya2VyX3N0YXR1cy5weQ==) | `78.26% <0.00%> (-1.45%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL3Jvd19jb2Rlci5weQ==) | `94.70% <0.00%> (-0.37%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | ... and [213 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...e75b645](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1001668160


   > @benWize , were you able to figure out Spark / Flink issue or still need help?
   
   @tvalentyn I solved some tests, but I still got errors for game_stats and leader_board examples on [Direct](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Direct/7/#showFailuresLink), Spark and Flink, only worked on Dataflow. I tried solving it by limiting the amount of pubsub messages, adding more time to `BigQueryMatcher` for [retry](https://github.com/apache/beam/blob/f1e9faee05c07ec142df52a64d807dd32f2d9031/sdks/python/apache_beam/examples/complete/game/game_stats_it_test.py#L167), but is still failing with `Checksum` error. I've found out the checksum error is because sometimes the outputs in BigQuery don't reach the expected value.
   I wonder if we can skip those tests for the three runners and link to a new Jira to continue with this activity, or do you think is it better to fix those here?


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[GitHub] [beam] benWize commented on pull request #16154: [WIP][BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988323116


   Hi @tvalentyn, I've been working in this PR to execute the examples in Direct, Dataflow, Spark, and Flink runners. 
   I added some tests to the examples that weren't running the same pipeline in the existing tests. 
   Some of the tests fail for specific runners, would you help me to review if I have something missing in the config task for each runner, or maybe If there are examples that are expected to fail for a specific runner, and I need to ignore those. 
   
   - [Dataflow](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Dataflow/3/testReport/): Almost all examples succeed, only [this](https://github.com/apache/beam/blob/5d8190ca6d17aa14e2a6460f48debef715823aef/sdks/python/apache_beam/examples/complete/top_wikipedia_sessions_test.py#L90) example is failing, not sure If is because of how the output file is created, maybe writing to GCS would work.
   - [Spark](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Spark/2/#showFailuresLink) here multiple tests are failing, most are integration tests that require setUp or tearDown of external resources.
   - [Flink](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Flink/2/#showFailuresLink) same as Spark, most of the integration tests failing.
   - [Direct](https://ci-beam.apache.org/job/beam_PostCommit_Python_Examples_Direct/3/#showFailuresLink) some integration tests failing too.
   
   I think now most of the examples have a corresponding test that executes it, the only one missing is https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/cookbook/filters.py#L75 because I'm not sure what BQ dataset can I use to test it.


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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r787265688



##########
File path: sdks/python/test-suites/direct/common.gradle
##########
@@ -86,7 +86,7 @@ task examples {
     def argMap = ["runner": "TestDirectRunner",
                   "test_opts": testOpts,
                   "suite": "postCommitExamples-direct-py${pythonVersionSuffix}",
-                  "collect": "examples_postcommit"
+                  "collect": "examples_postcommit and not no_sickbay_examples"

Review comment:
       Double negation is not intuitive here. I would call the label `sickbay_examples`; Using different labels may be better if sickbays are specific per runner :
   ```
   sickbay_direct
   sickbay_portable
   sickbay_spark 
   ...
   ```

##########
File path: sdks/python/apache_beam/examples/complete/autocomplete_test.py
##########
@@ -71,6 +79,33 @@ def test_autocomplete_it(self):
 
       assert_that(checksum, equal_to([self.KINGLEAR_HASH_SUM]))
 
+  @pytest.mark.examples_postcommit
+  def test_basics(self):
+    EXPECTED_PREFIXES = "t: [(3, 'to'), (2, 'this'), (1, 'that')]\n" \
+                          "th: [(2, 'this'), (1, 'that')]\n" \
+                          "thi: [(2, 'this')]\n" \
+                          "this: [(2, 'this')]\n" \
+                          "tha: [(1, 'that')]\n" \
+                          "that: [(1, 'that')]\n" \
+                          "to: [(3, 'to')]"
+
+    # Setup the files with expected content.
+    temp_folder = tempfile.mkdtemp()
+    self.create_file(
+        os.path.join(temp_folder, 'input.txt'), ' '.join(self.WORDS))
+    autocomplete.run([
+        '--input=%s/input.txt' % temp_folder,
+        '--output',
+        os.path.join(temp_folder, 'result')
+    ],
+                     save_main_session=False)
+
+    # Load result file and compare.
+    with open_shards(os.path.join(temp_folder, 'result-*-of-*')) as result_file:
+      result = result_file.read().strip()
+
+    self.assertEqual(result, EXPECTED_PREFIXES)

Review comment:
       Are both results expected to be sorted? 

##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       Could you please help me understand why save_main_session is an issue here? 
   Which runner has an issue if we don't set this to `False`?
   Adding this flag adds some confusion to the example, as seeing this pattern users might try to copy it into their pipelines. I'd like to understand if we can avoid defining the flag as an additional parameter to the example. For example, the comment above is going out of sync with this line now.

##########
File path: sdks/python/apache_beam/examples/cookbook/bigquery_side_input_it_test.py
##########
@@ -0,0 +1,69 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+"""Integration test for the BigQuery side input example."""
+
+# pytype: skip-file
+
+import logging
+import unittest
+import uuid
+
+import pytest
+from hamcrest.core.core.allof import all_of
+
+from apache_beam.examples.cookbook import bigquery_side_input
+from apache_beam.runners.runner import PipelineState
+from apache_beam.testing.pipeline_verifiers import PipelineStateMatcher
+from apache_beam.testing.test_pipeline import TestPipeline
+from apache_beam.testing.test_utils import delete_files
+
+
+class BigQuerySideInputIT(unittest.TestCase):
+  DEFAULT_OUTPUT_FILE = \
+      'gs://temp-storage-for-end-to-end-tests/py-it-cloud/output'
+
+  def setUp(self):
+    self.test_pipeline = TestPipeline(is_integration_test=True)
+    self.uuid = str(uuid.uuid4())
+
+    self.output = '/'.join([self.DEFAULT_OUTPUT_FILE, self.uuid, 'results'])
+
+  @pytest.mark.examples_postcommit
+  def test_basics(self):
+    state_verifier = PipelineStateMatcher(PipelineState.DONE)
+    NUM_GROUPS = 3
+
+    extra_opts = {
+        'output': self.output + '/side-input',
+        'num_groups': str(NUM_GROUPS),
+        'on_success_matcher': all_of(state_verifier)

Review comment:
       Let's try to add some verifier for output contents that makes sense.

##########
File path: sdks/python/apache_beam/examples/complete/game/user_score_it_test.py
##########
@@ -84,6 +85,32 @@ def test_user_score_it(self):
         self.test_pipeline.get_full_options_as_args(**extra_opts),
         save_main_session=False)
 
+  @pytest.mark.examples_postcommit
+  def test_basics(self):

Review comment:
       Let's try to pick more mnemonic naming for the unit tests in this PR. Ideally, a name should summarize the behavior being tested and its expected outcome so that  it's easy to answer how the scenarios such as test_basics  vs test_user_score_it differ. possible suggestion:  `test_userscore_output_checksum_on_small_input`.




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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


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     Lines       81798    62066   -19732     
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[GitHub] [beam] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1026305227


   Run Python Examples_Direct


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head 65114a9 differs from pull request most recent head 0c10d9b. Consider uploading reports for the commit 0c10d9b to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
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   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [sdks/go/pkg/beam/io/textio/textio.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9pby90ZXh0aW8vdGV4dGlvLmdv) | | |
   | [sdks/go/pkg/beam/core/runtime/graphx/serialize.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZ3JhcGh4L3NlcmlhbGl6ZS5nbw==) | | |
   | [sdks/go/pkg/beam/validate.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS92YWxpZGF0ZS5nbw==) | | |
   | [sdks/go/pkg/beam/io/databaseio/database.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9pby9kYXRhYmFzZWlvL2RhdGFiYXNlLmdv) | | |
   | ... and [209 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...0c10d9b](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (b7a5321) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.04%`.
   > The diff coverage is `40.00%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.65%   +9.04%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62095   -19703     
   ==========================================
   - Hits        61029    51943    -9086     
   + Misses      19788    10152    -9636     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `77.77% <0.00%> (ø)` | |
   | [...e\_beam/examples/complete/game/hourly\_team\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS9ob3VybHlfdGVhbV9zY29yZS5weQ==) | `59.49% <50.00%> (ø)` | |
   | [...n/apache\_beam/examples/complete/game/user\_score.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZ2FtZS91c2VyX3Njb3JlLnB5) | `62.79% <50.00%> (ø)` | |
   | [...beam/runners/interactive/background\_caching\_job.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9iYWNrZ3JvdW5kX2NhY2hpbmdfam9iLnB5) | `94.26% <0.00%> (-2.29%)` | :arrow_down: |
   | [...eam/runners/interactive/interactive\_environment.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9lbnZpcm9ubWVudC5weQ==) | `90.84% <0.00%> (-0.54%)` | :arrow_down: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [setup.py](https://codecov.io/gh/apache/beam/pull/16154/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)` | |
   | [sdks/python/apache\_beam/examples/wordcount.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50LnB5) | `93.10% <0.00%> (ø)` | |
   | [...dks/python/apache\_beam/options/pipeline\_options.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vb3B0aW9ucy9waXBlbGluZV9vcHRpb25zLnB5) | `95.27% <0.00%> (ø)` | |
   | [...s/python/apache\_beam/examples/wordcount\_minimal.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50X21pbmltYWwucHk=) | `92.85% <0.00%> (ø)` | |
   | ... and [220 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...b7a5321](https://codecov.io/gh/apache/beam/pull/16154?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] tvalentyn commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1022786042


   @benWize replied to my comment, I have to take another look


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[GitHub] [beam] tvalentyn commented on a change in pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on a change in pull request #16154:
URL: https://github.com/apache/beam/pull/16154#discussion_r794961792



##########
File path: sdks/python/apache_beam/examples/complete/autocomplete.py
##########
@@ -40,7 +40,7 @@ def run(argv=None):
   # We use the save_main_session option because one or more DoFn's in this
   # workflow rely on global context (e.g., a module imported at module level).
   pipeline_options = PipelineOptions(pipeline_args)
-  pipeline_options.view_as(SetupOptions).save_main_session = True
+  pipeline_options.view_as(SetupOptions).save_main_session = save_main_session

Review comment:
       I think when I tried the example on a regular direct runner, there were also no issues. If that's the case, could you please check if we could instead remove the `--save_main_session=True` from `options` within `test_direct_runner` instead of having to add `--save_main_session=False` into the tests+parameterize the examples with this param?




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[GitHub] [beam] tvalentyn commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
tvalentyn commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1027356478


   Thanks, @benWize !


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (de93180) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.09%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head de93180 differs from pull request most recent head 5e6c4dc. Consider uploading reports for the commit 5e6c4dc to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.69%   +9.09%     
   ==========================================
     Files         642      452     -190     
     Lines       80958    61975   -18983     
   ==========================================
   - Hits        60394    51872    -8522     
   + Misses      19595    10103    -9492     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16154/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=) | `88.01% <0.00%> (-0.47%)` | :arrow_down: |
   | [...ython/apache\_beam/io/gcp/experimental/spannerio.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2V4cGVyaW1lbnRhbC9zcGFubmVyaW8ucHk=) | `82.31% <0.00%> (-0.21%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `90.31% <0.00%> (-0.14%)` | :arrow_down: |
   | ... and [242 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...5e6c4dc](https://codecov.io/gh/apache/beam/pull/16154?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 #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (f1e9fae) into [master](https://codecov.io/gh/apache/beam/commit/6bd45230e5e1e6ed4eda573ea51b9f2043c6275e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (6bd4523) will **increase** coverage by `9.19%`.
   > The diff coverage is `91.66%`.
   
   > :exclamation: Current head f1e9fae differs from pull request most recent head de93180. Consider uploading reports for the commit de93180 to get more accurate results
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.59%   83.79%   +9.19%     
   ==========================================
     Files         642      447     -195     
     Lines       80958    61746   -19212     
   ==========================================
   - Hits        60394    51737    -8657     
   + Misses      19595    10009    -9586     
   + Partials      969        0     -969     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [...hon/apache\_beam/runners/direct/test\_stream\_impl.py](https://codecov.io/gh/apache/beam/pull/16154/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==) | `94.02% <0.00%> (-2.24%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/util.py](https://codecov.io/gh/apache/beam/pull/16154/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) | `95.86% <0.00%> (-0.17%)` | :arrow_down: |
   | [...ks/python/apache\_beam/runners/worker/sdk\_worker.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc2RrX3dvcmtlci5weQ==) | `88.90% <0.00%> (-0.16%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/graph/coder/bool.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2dyYXBoL2NvZGVyL2Jvb2wuZ28=) | | |
   | [sdks/go/pkg/beam/transforms/stats/max.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS90cmFuc2Zvcm1zL3N0YXRzL21heC5nbw==) | | |
   | ... and [214 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [6bd4523...de93180](https://codecov.io/gh/apache/beam/pull/16154?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] benWize commented on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
benWize commented on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-1007717399


   Run Python Examples_Direct


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[GitHub] [beam] codecov[bot] edited a comment on pull request #16154: [BEAM-12572] Run python examples on multiple runners

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16154:
URL: https://github.com/apache/beam/pull/16154#issuecomment-988168868


   # [Codecov](https://codecov.io/gh/apache/beam/pull/16154?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 [#16154](https://codecov.io/gh/apache/beam/pull/16154?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (65114a9) into [master](https://codecov.io/gh/apache/beam/commit/0a220a1c6bea81adcc04cca1977705f2b5e93b0d?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0a220a1) will **increase** coverage by `9.10%`.
   > The diff coverage is `91.66%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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   #16154      +/-   ##
   ==========================================
   + Coverage   74.60%   83.71%   +9.10%     
   ==========================================
     Files         653      452     -201     
     Lines       81798    62066   -19732     
   ==========================================
   - Hits        61029    51956    -9073     
   + Misses      19788    10110    -9678     
   + Partials      981        0     -981     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16154?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 | |
   |---|---|---|
   | [...ache\_beam/examples/cookbook/bigquery\_side\_input.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svYmlncXVlcnlfc2lkZV9pbnB1dC5weQ==) | `54.54% <50.00%> (ø)` | |
   | [...thon/apache\_beam/examples/complete/autocomplete.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvYXV0b2NvbXBsZXRlLnB5) | `94.28% <100.00%> (+31.42%)` | :arrow_up: |
   | [...ython/apache\_beam/examples/complete/estimate\_pi.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvZXN0aW1hdGVfcGkucHk=) | `95.65% <100.00%> (+17.87%)` | :arrow_up: |
   | [...e\_beam/examples/complete/top\_wikipedia\_sessions.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29tcGxldGUvdG9wX3dpa2lwZWRpYV9zZXNzaW9ucy5weQ==) | `96.49% <100.00%> (+15.78%)` | :arrow_up: |
   | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `89.18% <100.00%> (+27.02%)` | :arrow_up: |
   | [sdks/python/apache\_beam/runners/common.py](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9jb21tb24ucHk=) | `89.98% <0.00%> (-0.15%)` | :arrow_down: |
   | [sdks/go/pkg/beam/core/runtime/exec/multiplex.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZXhlYy9tdWx0aXBsZXguZ28=) | | |
   | [sdks/go/pkg/beam/testing/passert/sum.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS90ZXN0aW5nL3Bhc3NlcnQvc3VtLmdv) | | |
   | [sdks/go/pkg/beam/core/funcx/sideinput.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2Z1bmN4L3NpZGVpbnB1dC5nbw==) | | |
   | [sdks/go/pkg/beam/transforms/stats/min\_switch.go](https://codecov.io/gh/apache/beam/pull/16154/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-c2Rrcy9nby9wa2cvYmVhbS90cmFuc2Zvcm1zL3N0YXRzL21pbl9zd2l0Y2guZ28=) | | |
   | ... and [209 more](https://codecov.io/gh/apache/beam/pull/16154/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/16154?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/16154?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 [0a220a1...65114a9](https://codecov.io/gh/apache/beam/pull/16154?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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