You are viewing a plain text version of this content. The canonical link for it is here.
Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2020/09/26 01:55:35 UTC

[GitHub] [beam] udim opened a new pull request #12951: [BEAM-7463] Fix BQ IT flake with streaming inserts

udim opened a new pull request #12951:
URL: https://github.com/apache/beam/pull/12951


   - In short: streaming inserts are not immediately available after
     InsertAll RPC is done. See bug for details.
   - Added cumulative time limit option to retry mechanism. This may also
     be useful for ITs where the matcher needs to wait for a streaming
     pipeline to complete writing its output.
   
   ------------------------
   
   Thank you for your contribution! Follow this checklist to help us incorporate your contribution quickly and easily:
   
    - [ ] [**Choose reviewer(s)**](https://beam.apache.org/contribute/#make-your-change) and mention them in a comment (`R: @username`).
    - [ ] Format the pull request title like `[BEAM-XXX] Fixes bug in ApproximateQuantiles`, where you replace `BEAM-XXX` with the appropriate JIRA issue, if applicable. This will automatically link the pull request to the issue.
    - [ ] Update `CHANGES.md` with noteworthy changes.
    - [ ] If this contribution is large, please file an Apache [Individual Contributor License Agreement](https://www.apache.org/licenses/icla.pdf).
   
   See the [Contributor Guide](https://beam.apache.org/contribute) for more tips on [how to make review process smoother](https://beam.apache.org/contribute/#make-reviewers-job-easier).
   
   Post-Commit Tests Status (on master branch)
   ------------------------------------------------------------------------------------------------
   
   Lang | SDK | Dataflow | Flink | Samza | Spark | Twister2
   --- | --- | --- | --- | --- | --- | ---
   Go | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/) | --- | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Flink/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Flink/lastCompletedBuild/) | --- | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/) | ---
   Java | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Java11/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Java11/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink_Java11/lastCompletedBuild/badge/i
 con)](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink_Java11/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Batch/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Batch/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Streaming/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Streaming/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/)<br>[![Build Status](htt
 ps://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_SparkStructuredStreaming/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_SparkStructuredStreaming/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/)
   Python | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python36/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python36/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python37/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python37/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python38/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python38/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/lastCompletedBuild/)<br>[![Build Status](https://ci-beam
 .apache.org/job/beam_PostCommit_Py_ValCont/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PreCommit_Python_PVR_Flink_Cron/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_Python_PVR_Flink_Cron/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/lastCompletedBuild/) | --- | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/lastCompletedBuild/) | ---
   XLang | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/) | --- | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/) | --- | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_XVR_Spark/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_XVR_Spark/lastCompletedBuild/) | ---
   
   Pre-Commit Tests Status (on master branch)
   ------------------------------------------------------------------------------------------------
   
   --- |Java | Python | Go | Website | Whitespace | Typescript
   --- | --- | --- | --- | --- | --- | ---
   Non-portable | [![Build Status](https://ci-beam.apache.org/job/beam_PreCommit_Java_Cron/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_Java_Cron/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PreCommit_Python_Cron/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_Python_Cron/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PreCommit_PythonLint_Cron/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_PythonLint_Cron/lastCompletedBuild/)<br>[![Build Status](https://ci-beam.apache.org/job/beam_PreCommit_PythonDocker_Cron/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_PythonDocker_Cron/lastCompletedBuild/) <br>[![Build Status](https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Cron/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Cron/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/be
 am_PreCommit_Go_Cron/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_Go_Cron/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PreCommit_Website_Cron/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_Website_Cron/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PreCommit_Whitespace_Cron/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_Whitespace_Cron/lastCompletedBuild/) | [![Build Status](https://ci-beam.apache.org/job/beam_PreCommit_Typescript_Cron/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_Typescript_Cron/lastCompletedBuild/)
   Portable | --- | [![Build Status](https://ci-beam.apache.org/job/beam_PreCommit_Portable_Python_Cron/lastCompletedBuild/badge/icon)](https://ci-beam.apache.org/job/beam_PreCommit_Portable_Python_Cron/lastCompletedBuild/) | --- | --- | --- | ---
   
   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)
   
   See [CI.md](https://github.com/apache/beam/blob/master/CI.md) for more information about GitHub Actions CI.
   


----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

For queries about this service, please contact Infrastructure at:
users@infra.apache.org



[GitHub] [beam] codecov[bot] edited a comment on pull request #12951: [BEAM-7463] Fix BQ IT flake with streaming inserts

Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #12951:
URL: https://github.com/apache/beam/pull/12951#issuecomment-702998178


   # [Codecov](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=h1) Report
   > Merging [#12951](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=desc) into [master](https://codecov.io/gh/apache/beam/commit/300d38d70d701a370707de7865608141d936e9ba?el=desc) will **increase** coverage by `0.04%`.
   > The diff coverage is `59.07%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/12951/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1)](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=tree)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #12951      +/-   ##
   ==========================================
   + Coverage   82.44%   82.49%   +0.04%     
   ==========================================
     Files         454      454              
     Lines       54373    54785     +412     
   ==========================================
   + Hits        44830    45196     +366     
   - Misses       9543     9589      +46     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=tree) | Coverage Δ | |
   |---|---|---|
   | [...e\_beam/io/gcp/big\_query\_query\_to\_table\_pipeline.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ19xdWVyeV9xdWVyeV90b190YWJsZV9waXBlbGluZS5weQ==) | `31.03% <0.00%> (+2.00%)` | :arrow_up: |
   | [...\_beam/runners/portability/sdk\_container\_builder.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9zZGtfY29udGFpbmVyX2J1aWxkZXIucHk=) | `31.21% <31.21%> (ø)` | |
   | [...on/apache\_beam/runners/dataflow/dataflow\_runner.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kYXRhZmxvdy9kYXRhZmxvd19ydW5uZXIucHk=) | `76.93% <50.00%> (-0.31%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/iobase.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vaW9iYXNlLnB5) | `84.03% <71.42%> (-0.30%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/environments.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9lbnZpcm9ubWVudHMucHk=) | `83.73% <75.00%> (-0.14%)` | :arrow_down: |
   | [sdks/python/apache\_beam/dataframe/io.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2lvLnB5) | `92.00% <83.33%> (-0.10%)` | :arrow_down: |
   | [...s/python/apache\_beam/runners/portability/stager.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9zdGFnZXIucHk=) | `82.62% <89.18%> (+0.06%)` | :arrow_up: |
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `90.77% <93.47%> (+0.95%)` | :arrow_up: |
   | [sdks/python/apache\_beam/dataframe/frame\_base.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lX2Jhc2UucHk=) | `85.31% <100.00%> (+0.33%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/gcp/bigquery.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5LnB5) | `79.40% <100.00%> (-0.39%)` | :arrow_down: |
   | ... and [45 more](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree-more) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=continue).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=footer). Last update [045d934...94f2373](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
   


----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

For queries about this service, please contact Infrastructure at:
users@infra.apache.org



[GitHub] [beam] udim merged pull request #12951: [BEAM-7463] Fix BQ IT flake with streaming inserts

Posted by GitBox <gi...@apache.org>.
udim merged pull request #12951:
URL: https://github.com/apache/beam/pull/12951


   


----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

For queries about this service, please contact Infrastructure at:
users@infra.apache.org



[GitHub] [beam] pabloem commented on pull request #12951: [BEAM-7463] Fix BQ IT flake with streaming inserts

Posted by GitBox <gi...@apache.org>.
pabloem commented on pull request #12951:
URL: https://github.com/apache/beam/pull/12951#issuecomment-702939115






----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

For queries about this service, please contact Infrastructure at:
users@infra.apache.org



[GitHub] [beam] udim commented on pull request #12951: [BEAM-7463] Fix BQ IT flake with streaming inserts

Posted by GitBox <gi...@apache.org>.
udim commented on pull request #12951:
URL: https://github.com/apache/beam/pull/12951#issuecomment-699270691


   R: @pabloem 


----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

For queries about this service, please contact Infrastructure at:
users@infra.apache.org



[GitHub] [beam] codecov[bot] commented on pull request #12951: [BEAM-7463] Fix BQ IT flake with streaming inserts

Posted by GitBox <gi...@apache.org>.
codecov[bot] commented on pull request #12951:
URL: https://github.com/apache/beam/pull/12951#issuecomment-702998178


   # [Codecov](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=h1) Report
   > Merging [#12951](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=desc) into [master](https://codecov.io/gh/apache/beam/commit/300d38d70d701a370707de7865608141d936e9ba?el=desc) will **increase** coverage by `0.04%`.
   > The diff coverage is `59.07%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/beam/pull/12951/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1)](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=tree)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #12951      +/-   ##
   ==========================================
   + Coverage   82.44%   82.49%   +0.04%     
   ==========================================
     Files         454      454              
     Lines       54373    54785     +412     
   ==========================================
   + Hits        44830    45196     +366     
   - Misses       9543     9589      +46     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=tree) | Coverage Δ | |
   |---|---|---|
   | [...e\_beam/io/gcp/big\_query\_query\_to\_table\_pipeline.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ19xdWVyeV9xdWVyeV90b190YWJsZV9waXBlbGluZS5weQ==) | `31.03% <0.00%> (+2.00%)` | :arrow_up: |
   | [...\_beam/runners/portability/sdk\_container\_builder.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9zZGtfY29udGFpbmVyX2J1aWxkZXIucHk=) | `31.21% <31.21%> (ø)` | |
   | [...on/apache\_beam/runners/dataflow/dataflow\_runner.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kYXRhZmxvdy9kYXRhZmxvd19ydW5uZXIucHk=) | `76.93% <50.00%> (-0.31%)` | :arrow_down: |
   | [sdks/python/apache\_beam/io/iobase.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vaW9iYXNlLnB5) | `84.03% <71.42%> (-0.30%)` | :arrow_down: |
   | [sdks/python/apache\_beam/transforms/environments.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9lbnZpcm9ubWVudHMucHk=) | `83.73% <75.00%> (-0.14%)` | :arrow_down: |
   | [sdks/python/apache\_beam/dataframe/io.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2lvLnB5) | `92.00% <83.33%> (-0.10%)` | :arrow_down: |
   | [...s/python/apache\_beam/runners/portability/stager.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9zdGFnZXIucHk=) | `82.62% <89.18%> (+0.06%)` | :arrow_up: |
   | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `90.77% <93.47%> (+0.95%)` | :arrow_up: |
   | [sdks/python/apache\_beam/dataframe/frame\_base.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lX2Jhc2UucHk=) | `85.31% <100.00%> (+0.33%)` | :arrow_up: |
   | [sdks/python/apache\_beam/io/gcp/bigquery.py](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3F1ZXJ5LnB5) | `79.40% <100.00%> (-0.39%)` | :arrow_down: |
   | ... and [45 more](https://codecov.io/gh/apache/beam/pull/12951/diff?src=pr&el=tree-more) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=continue).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=footer). Last update [045d934...94f2373](https://codecov.io/gh/apache/beam/pull/12951?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
   


----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

For queries about this service, please contact Infrastructure at:
users@infra.apache.org