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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2021/06/07 22:41:53 UTC

[GitHub] [beam] TheNeuralBit opened a new pull request #14961: [BEAM-12074] Add special docstring for head/tail pointing to interactive Beam

TheNeuralBit opened a new pull request #14961:
URL: https://github.com/apache/beam/pull/14961


   Add a special explanation (used in the docstring and in error messages) for `head` and `tail` that direct users to alternatives.
   
   `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>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>---</td>
       </tr>
       <tr>
         <td>Java</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_ULR/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_ULR/lastCompletedBuild/badge/icon">
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         <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>
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           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/">
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           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/badge/icon">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/badge/icon?subject=Portable">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_SparkStructuredStreaming/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_SparkStructuredStreaming/lastCompletedBuild/badge/icon?subject=Structured+Streaming">
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         </td>
         <td>
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             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/badge/icon">
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         </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>
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             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/lastCompletedBuild/badge/icon?subject=V2">
           </a><br>
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             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont/lastCompletedBuild/badge/icon?subject=ValCont">
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           <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">
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           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/lastCompletedBuild/badge/icon">
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         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/lastCompletedBuild/badge/icon">
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         </td>
         <td>---</td>
       </tr>
       <tr>
         <td>XLang</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/badge/icon">
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         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Dataflow/lastCompletedBuild/">
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           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Spark/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Spark/lastCompletedBuild/badge/icon">
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         </td>
         <td>---</td>
       </tr>
     </tbody>
   </table>
   
   Examples testing status on various runners
   --------------------------------------------------------
   
   <table>
     <thead>
       <tr>
         <th>Lang</th>
         <th>ULR</th>
         <th>Dataflow</th>
         <th>Flink</th>
         <th>Samza</th>
         <th>Spark</th>
         <th>Twister2</th>
       </tr>
     </thead>
     <tbody>
       <tr>
         <td>Go</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
       <tr>
         <td>Java</td>
         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Cron/lastCompletedBuild/badge/icon?subject=V1">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Java11_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Java11_Cron/lastCompletedBuild/badge/icon?subject=V1+Java11">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_Examples_Dataflow_V2/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_Examples_Dataflow_V2/lastCompletedBuild/badge/icon?subject=V2">
           </a><br>
         </td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
       <tr>
         <td>Python</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
       <tr>
         <td>XLang</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
     </tbody>
   </table>
   
   Post-Commit SDK/Transform Integration Tests Status (on master branch)
   ------------------------------------------------------------------------------------------------
   
   <table>
     <thead>
       <tr>
         <th>Go</th>
         <th>Java</th>
         <th>Python</th>
       </tr>
     </thead>
     <tbody>
       <tr>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/badge/icon">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python36/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python36/lastCompletedBuild/badge/icon?subject=3.6">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python37/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python37/lastCompletedBuild/badge/icon?subject=3.7">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python38/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python38/lastCompletedBuild/badge/icon?subject=3.8">
           </a>
         </td>
       </tr>
     </tbody>
   </table>
   
   Pre-Commit Tests Status (on master branch)
   ------------------------------------------------------------------------------------------------
   
   <table>
     <thead>
       <tr>
         <th>---</th>
         <th>Java</th>
         <th>Python</th>
         <th>Go</th>
         <th>Website</th>
         <th>Whitespace</th>
         <th>Typescript</th>
       </tr>
     </thead>
     <tbody>
       <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">
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         <td>
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           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocker_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocker_Cron/badge/icon?subject=Docker">
           </a><br>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Cron/badge/icon?subject=Docs">
           </a>
         </td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Go_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Go_Cron/lastCompletedBuild/badge/icon">
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         <td>
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         <td>
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         </td>
       </tr>
       <tr>
         <td>Portable</td>
         <td>---</td>
         <td>
           <a href="https://ci-beam.apache.org/job/beam_PreCommit_Portable_Python_Cron/lastCompletedBuild/">
             <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Portable_Python_Cron/lastCompletedBuild/badge/icon">
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         <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.
   
   
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[GitHub] [beam] TheNeuralBit commented on a change in pull request #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
TheNeuralBit commented on a change in pull request #14961:
URL: https://github.com/apache/beam/pull/14961#discussion_r647019079



##########
File path: sdks/python/apache_beam/dataframe/frames.py
##########
@@ -127,6 +127,16 @@ def wrapper(self, *args, **kwargs):
   return frame_base.with_docs_from(base)(wrapper)
 
 
+# Docstring to use for head and tail (commonly used to peek at datasets)
+_PEEK_METHOD_EXPLANATION = (
+    "because it is `order-sensitive <https://s.apache.org/dataframe-order-sensitive-operations>`_.\n\n"
+    "If you'd like to use it to peek at a large dataset, interactive Beam's "

Review comment:
       Done, thank you!




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[GitHub] [beam] TheNeuralBit merged pull request #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
TheNeuralBit merged pull request #14961:
URL: https://github.com/apache/beam/pull/14961


   


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[GitHub] [beam] codecov[bot] commented on pull request #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
codecov[bot] commented on pull request #14961:
URL: https://github.com/apache/beam/pull/14961#issuecomment-856919652


   # [Codecov](https://codecov.io/gh/apache/beam/pull/14961?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 [#14961](https://codecov.io/gh/apache/beam/pull/14961?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e075b35) into [master](https://codecov.io/gh/apache/beam/commit/a4abc91436eadf78abda304664a3e0f64019ea61?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (a4abc91) will **increase** coverage by `0.01%`.
   > The diff coverage is `n/a`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/14961/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/14961?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   #14961      +/-   ##
   ==========================================
   + Coverage   83.75%   83.76%   +0.01%     
   ==========================================
     Files         436      436              
     Lines       58442    58492      +50     
   ==========================================
   + Hits        48950    48998      +48     
   - Misses       9492     9494       +2     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/14961?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 | |
   |---|---|---|
   | [...ks/python/apache\_beam/runners/worker/statecache.py](https://codecov.io/gh/apache/beam/pull/14961/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvc3RhdGVjYWNoZS5weQ==) | | |
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   | [...st-suites/tox/py38/build/srcs/sdks/python/setup.py](https://codecov.io/gh/apache/beam/pull/14961/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vc2V0dXAucHk=) | | |
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   | [...beam/testing/benchmarks/chicago\_taxi/preprocess.py](https://codecov.io/gh/apache/beam/pull/14961/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdGVzdGluZy9iZW5jaG1hcmtzL2NoaWNhZ29fdGF4aS9wcmVwcm9jZXNzLnB5) | | |
   | [...ython/apache\_beam/io/gcp/bigquery\_read\_internal.py](https://codecov.io/gh/apache/beam/pull/14961/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5X3JlYWRfaW50ZXJuYWwucHk=) | | |
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   | [...dks/python/apache\_beam/transforms/external\_java.py](https://codecov.io/gh/apache/beam/pull/14961/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9leHRlcm5hbF9qYXZhLnB5) | | |
   | [...thon/apache\_beam/runners/worker/channel\_factory.py](https://codecov.io/gh/apache/beam/pull/14961/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvY2hhbm5lbF9mYWN0b3J5LnB5) | | |
   | ... and [862 more](https://codecov.io/gh/apache/beam/pull/14961/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/14961?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/14961?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 [aef081c...e075b35](https://codecov.io/gh/apache/beam/pull/14961?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 #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14961:
URL: https://github.com/apache/beam/pull/14961#issuecomment-856919652


   # [Codecov](https://codecov.io/gh/apache/beam/pull/14961?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 [#14961](https://codecov.io/gh/apache/beam/pull/14961?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e075b35) into [master](https://codecov.io/gh/apache/beam/commit/a4abc91436eadf78abda304664a3e0f64019ea61?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (a4abc91) will **increase** coverage by `0.01%`.
   > The diff coverage is `n/a`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/14961/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/14961?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   #14961      +/-   ##
   ==========================================
   + Coverage   83.75%   83.76%   +0.01%     
   ==========================================
     Files         436      436              
     Lines       58442    58492      +50     
   ==========================================
   + Hits        48950    48998      +48     
   - Misses       9492     9494       +2     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/14961?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 | |
   |---|---|---|
   | [...che\_beam/examples/streaming\_wordcount\_debugging.py](https://codecov.io/gh/apache/beam/pull/14961/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-YmVhbV9QcmVDb21taXRfUHl0aG9uX0Nyb24vc3JjL3Nka3MvcHl0aG9uL3Rlc3Qtc3VpdGVzL3RveC9weTM4L2J1aWxkL3NyY3Mvc2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvc3RyZWFtaW5nX3dvcmRjb3VudF9kZWJ1Z2dpbmcucHk=) | | |
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   | ... and [862 more](https://codecov.io/gh/apache/beam/pull/14961/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/14961?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/14961?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 [aef081c...e075b35](https://codecov.io/gh/apache/beam/pull/14961?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 #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14961:
URL: https://github.com/apache/beam/pull/14961#issuecomment-856919652


   # [Codecov](https://codecov.io/gh/apache/beam/pull/14961?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 [#14961](https://codecov.io/gh/apache/beam/pull/14961?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e075b35) into [master](https://codecov.io/gh/apache/beam/commit/a4abc91436eadf78abda304664a3e0f64019ea61?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (a4abc91) will **increase** coverage by `0.01%`.
   > The diff coverage is `n/a`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/14961/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/14961?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   #14961      +/-   ##
   ==========================================
   + Coverage   83.75%   83.76%   +0.01%     
   ==========================================
     Files         436      436              
     Lines       58442    58492      +50     
   ==========================================
   + Hits        48950    48998      +48     
   - Misses       9492     9494       +2     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/14961?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 | |
   |---|---|---|
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[GitHub] [beam] TheNeuralBit commented on pull request #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
TheNeuralBit commented on pull request #14961:
URL: https://github.com/apache/beam/pull/14961#issuecomment-856310672


   R: @robertwb @pcoet 


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[GitHub] [beam] TheNeuralBit commented on a change in pull request #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
TheNeuralBit commented on a change in pull request #14961:
URL: https://github.com/apache/beam/pull/14961#discussion_r647005303



##########
File path: sdks/python/apache_beam/dataframe/frames.py
##########
@@ -127,6 +127,16 @@ def wrapper(self, *args, **kwargs):
   return frame_base.with_docs_from(base)(wrapper)
 
 
+# Docstring to use for head and tail (commonly used to peek at datasets)
+_PEEK_METHOD_EXPLANATION = (
+    "because it is `order-sensitive <https://s.apache.org/dataframe-order-sensitive-operations>`_.\n\n"
+    "If you'd like to use it to peek at a large dataset, interactive Beam's "
+    ":func:`ib.collect <apache_beam.runners.interactive.interactive_beam.collect>` "
+    "with ``n`` specified may be a useful alternative.\n\n"
+    "Also consider using :meth:`DeferredDataFrame.nlargest` if you're "
+    "interested in finding the top-N elements in a dataset.")

Review comment:
       Yeah `sample` is the last operation I feel like is a must-have for GA. I've just been thinking about it so far. I'd like to discuss some of the hangups in-person. A preview:
   - Making `frac` work is trivial since you can just do `frac` on each partition.
   - I'm not sure about the right way to make `n` work though (which we should figure out, since it's the most natural alternative to head).
   - I think we can support `weights` by doing a little extra work to adjust the weights within each partition.




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[GitHub] [beam] robertwb commented on a change in pull request #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
robertwb commented on a change in pull request #14961:
URL: https://github.com/apache/beam/pull/14961#discussion_r646999483



##########
File path: sdks/python/apache_beam/dataframe/frames.py
##########
@@ -127,6 +127,16 @@ def wrapper(self, *args, **kwargs):
   return frame_base.with_docs_from(base)(wrapper)
 
 
+# Docstring to use for head and tail (commonly used to peek at datasets)
+_PEEK_METHOD_EXPLANATION = (
+    "because it is `order-sensitive <https://s.apache.org/dataframe-order-sensitive-operations>`_.\n\n"
+    "If you'd like to use it to peek at a large dataset, interactive Beam's "
+    ":func:`ib.collect <apache_beam.runners.interactive.interactive_beam.collect>` "
+    "with ``n`` specified may be a useful alternative.\n\n"
+    "Also consider using :meth:`DeferredDataFrame.nlargest` if you're "
+    "interested in finding the top-N elements in a dataset.")

Review comment:
       +1, I assume from your other comments sample is on its way?




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[GitHub] [beam] codecov[bot] edited a comment on pull request #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14961:
URL: https://github.com/apache/beam/pull/14961#issuecomment-856919652


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[GitHub] [beam] TheNeuralBit commented on a change in pull request #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
TheNeuralBit commented on a change in pull request #14961:
URL: https://github.com/apache/beam/pull/14961#discussion_r646989322



##########
File path: sdks/python/apache_beam/dataframe/frames.py
##########
@@ -127,6 +127,16 @@ def wrapper(self, *args, **kwargs):
   return frame_base.with_docs_from(base)(wrapper)
 
 
+# Docstring to use for head and tail (commonly used to peek at datasets)
+_PEEK_METHOD_EXPLANATION = (
+    "because it is `order-sensitive <https://s.apache.org/dataframe-order-sensitive-operations>`_.\n\n"
+    "If you'd like to use it to peek at a large dataset, interactive Beam's "
+    ":func:`ib.collect <apache_beam.runners.interactive.interactive_beam.collect>` "
+    "with ``n`` specified may be a useful alternative.\n\n"
+    "Also consider using :meth:`DeferredDataFrame.nlargest` if you're "
+    "interested in finding the top-N elements in a dataset.")

Review comment:
       This should mention `sample` as well, but that is not supported yet.




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[GitHub] [beam] pcoet commented on a change in pull request #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
pcoet commented on a change in pull request #14961:
URL: https://github.com/apache/beam/pull/14961#discussion_r647000777



##########
File path: sdks/python/apache_beam/dataframe/frames.py
##########
@@ -127,6 +127,16 @@ def wrapper(self, *args, **kwargs):
   return frame_base.with_docs_from(base)(wrapper)
 
 
+# Docstring to use for head and tail (commonly used to peek at datasets)
+_PEEK_METHOD_EXPLANATION = (
+    "because it is `order-sensitive <https://s.apache.org/dataframe-order-sensitive-operations>`_.\n\n"
+    "If you'd like to use it to peek at a large dataset, interactive Beam's "

Review comment:
       I prettied this up a little bit, since we're using it in a bunch of places. But just a suggestion. No need to change:
   
   "If you want to peek at a large dataset, consider using  :func:`ib.collect <apache_beam.runners.interactive.interactive_beam.collect>` with ``n`` specified. If you want to find the N largest elements, consider using :meth:`DeferredDataFrame.nlargest`."




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[GitHub] [beam] codecov[bot] edited a comment on pull request #14961: [BEAM-12074] Add special explanation for head/tail pointing to interactive Beam and nlargest

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #14961:
URL: https://github.com/apache/beam/pull/14961#issuecomment-856919652


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