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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2021/07/15 19:09:58 UTC
[GitHub] [beam] rohdesamuel opened a new pull request #15180: [BEAM-12388] Add caching to deferred dataframes
rohdesamuel opened a new pull request #15180:
URL: https://github.com/apache/beam/pull/15180
This adds caching to any dataframes using the InteractiveRuner.
The algorithm works by modifying a DataFrame expression tree in-place. Any expressions in the tree that have a corresponding cached PCollection are replaced with PlaceHolderExpressions. These expressions are then turned into PCollections and are pruned when run with the InteractiveRunner.
This was created from https://github.com/apache/beam/pull/15146. See that PR for the code review.
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`ValidatesRunner` compliance status (on master branch)
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<th>Lang</th>
<th>ULR</th>
<th>Dataflow</th>
<th>Flink</th>
<th>Samza</th>
<th>Spark</th>
<th>Twister2</th>
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<td>Go</td>
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<a href="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/">
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<td>Java</td>
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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_Samza/lastCompletedBuild/">
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<a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/">
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<a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/">
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<a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/">
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<td>Python</td>
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<a href="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/lastCompletedBuild/">
<img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/lastCompletedBuild/badge/icon?subject=V1">
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<a href="https://ci-beam.apache.org/job/beam_PostCommit_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">
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<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">
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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>
<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>XLang</td>
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<a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/">
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<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">
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<a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/">
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<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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Examples testing status on various runners
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<th>Lang</th>
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<th>Flink</th>
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<th>Spark</th>
<th>Twister2</th>
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<td>Go</td>
<td>---</td>
<td>---</td>
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<a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Cron/lastCompletedBuild/">
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<a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Java11_Cron/lastCompletedBuild/">
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<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">
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<td>---</td>
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<td>---</td>
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<td>Python</td>
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<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
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<td>XLang</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
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</table>
Post-Commit SDK/Transform Integration Tests Status (on master branch)
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<th>Go</th>
<th>Java</th>
<th>Python</th>
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<td>
<a href="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/">
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<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">
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<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">
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<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">
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<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">
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Pre-Commit Tests Status (on master branch)
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<th>---</th>
<th>Java</th>
<th>Python</th>
<th>Go</th>
<th>Website</th>
<th>Whitespace</th>
<th>Typescript</th>
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<td>Non-portable</td>
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<a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Cron/lastCompletedBuild/">
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<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">
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<td>Portable</td>
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<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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<img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_GoPortable_Cron/lastCompletedBuild/badge/icon">
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</td>
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<td>---</td>
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</tbody>
</table>
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[GitHub] [beam] rohdesamuel commented on pull request #15180: [BEAM-12388] Add caching to deferred dataframes
Posted by GitBox <gi...@apache.org>.
rohdesamuel commented on pull request #15180:
URL: https://github.com/apache/beam/pull/15180#issuecomment-881026149
Run Python PreCommit
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[GitHub] [beam] KevinGG merged pull request #15180: [BEAM-12388] Add caching to deferred dataframes
Posted by GitBox <gi...@apache.org>.
KevinGG merged pull request #15180:
URL: https://github.com/apache/beam/pull/15180
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[GitHub] [beam] codecov[bot] edited a comment on pull request #15180: [BEAM-12388] Add caching to deferred dataframes
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15180:
URL: https://github.com/apache/beam/pull/15180#issuecomment-880967221
# [Codecov](https://codecov.io/gh/apache/beam/pull/15180?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 [#15180](https://codecov.io/gh/apache/beam/pull/15180?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (7a098bc) into [master](https://codecov.io/gh/apache/beam/commit/3e933b55f3d2072fb0248050f9091850933f33c7?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (3e933b5) will **increase** coverage by `0.00%`.
> The diff coverage is `100.00%`.
[](https://codecov.io/gh/apache/beam/pull/15180?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 #15180 +/- ##
=======================================
Coverage 83.83% 83.84%
=======================================
Files 441 441
Lines 59619 59653 +34
=======================================
+ Hits 49984 50017 +33
- Misses 9635 9636 +1
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/15180?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 | |
|---|---|---|
| [...am/runners/interactive/caching/expression\_cache.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9jYWNoaW5nL2V4cHJlc3Npb25fY2FjaGUucHk=) | `100.00% <100.00%> (ø)` | |
| [...pache\_beam/runners/interactive/interactive\_beam.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9iZWFtLnB5) | `75.53% <100.00%> (-1.44%)` | :arrow_down: |
| [...ache\_beam/runners/interactive/recording\_manager.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9yZWNvcmRpbmdfbWFuYWdlci5weQ==) | `98.97% <100.00%> (-0.01%)` | :arrow_down: |
| [...ks/python/apache\_beam/runners/interactive/utils.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS91dGlscy5weQ==) | `93.60% <100.00%> (+0.49%)` | :arrow_up: |
| [...runners/interactive/display/pcoll\_visualization.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9kaXNwbGF5L3Bjb2xsX3Zpc3VhbGl6YXRpb24ucHk=) | `85.26% <0.00%> (-0.53%)` | :arrow_down: |
| [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15180/diff?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==) | `93.73% <0.00%> (-0.13%)` | :arrow_down: |
| [sdks/python/apache\_beam/dataframe/expressions.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2V4cHJlc3Npb25zLnB5) | `92.90% <0.00%> (+1.29%)` | :arrow_up: |
| [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/15180/diff?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=) | `95.12% <0.00%> (+2.43%)` | :arrow_up: |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15180?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/15180?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 [3e933b5...7a098bc](https://codecov.io/gh/apache/beam/pull/15180?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 #15180: [BEAM-12388] Add caching to deferred dataframes
Posted by GitBox <gi...@apache.org>.
codecov[bot] commented on pull request #15180:
URL: https://github.com/apache/beam/pull/15180#issuecomment-880967221
# [Codecov](https://codecov.io/gh/apache/beam/pull/15180?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 [#15180](https://codecov.io/gh/apache/beam/pull/15180?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (7a098bc) into [master](https://codecov.io/gh/apache/beam/commit/3e933b55f3d2072fb0248050f9091850933f33c7?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (3e933b5) will **increase** coverage by `0.00%`.
> The diff coverage is `100.00%`.
[](https://codecov.io/gh/apache/beam/pull/15180?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 #15180 +/- ##
=======================================
Coverage 83.83% 83.84%
=======================================
Files 441 441
Lines 59619 59653 +34
=======================================
+ Hits 49984 50017 +33
- Misses 9635 9636 +1
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/15180?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 | |
|---|---|---|
| [...am/runners/interactive/caching/expression\_cache.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9jYWNoaW5nL2V4cHJlc3Npb25fY2FjaGUucHk=) | `100.00% <100.00%> (ø)` | |
| [...pache\_beam/runners/interactive/interactive\_beam.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9iZWFtLnB5) | `75.53% <100.00%> (-1.44%)` | :arrow_down: |
| [...ache\_beam/runners/interactive/recording\_manager.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9yZWNvcmRpbmdfbWFuYWdlci5weQ==) | `98.97% <100.00%> (-0.01%)` | :arrow_down: |
| [...ks/python/apache\_beam/runners/interactive/utils.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS91dGlscy5weQ==) | `93.60% <100.00%> (+0.49%)` | :arrow_up: |
| [...runners/interactive/display/pcoll\_visualization.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9kaXNwbGF5L3Bjb2xsX3Zpc3VhbGl6YXRpb24ucHk=) | `85.26% <0.00%> (-0.53%)` | :arrow_down: |
| [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15180/diff?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==) | `93.73% <0.00%> (-0.13%)` | :arrow_down: |
| [sdks/python/apache\_beam/dataframe/expressions.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2V4cHJlc3Npb25zLnB5) | `92.90% <0.00%> (+1.29%)` | :arrow_up: |
| [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/15180/diff?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=) | `95.12% <0.00%> (+2.43%)` | :arrow_up: |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15180?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/15180?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 [3e933b5...7a098bc](https://codecov.io/gh/apache/beam/pull/15180?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 #15180: [BEAM-12388] Add caching to deferred dataframes
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15180:
URL: https://github.com/apache/beam/pull/15180#issuecomment-880967221
# [Codecov](https://codecov.io/gh/apache/beam/pull/15180?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 [#15180](https://codecov.io/gh/apache/beam/pull/15180?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (7a098bc) into [master](https://codecov.io/gh/apache/beam/commit/3e933b55f3d2072fb0248050f9091850933f33c7?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (3e933b5) will **increase** coverage by `0.00%`.
> The diff coverage is `100.00%`.
> :exclamation: Current head 7a098bc differs from pull request most recent head 7f63376. Consider uploading reports for the commit 7f63376 to get more accurate results
[](https://codecov.io/gh/apache/beam/pull/15180?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 #15180 +/- ##
=======================================
Coverage 83.83% 83.84%
=======================================
Files 441 441
Lines 59619 59653 +34
=======================================
+ Hits 49984 50017 +33
- Misses 9635 9636 +1
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/15180?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 | |
|---|---|---|
| [...am/runners/interactive/caching/expression\_cache.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9jYWNoaW5nL2V4cHJlc3Npb25fY2FjaGUucHk=) | `100.00% <100.00%> (ø)` | |
| [...pache\_beam/runners/interactive/interactive\_beam.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9iZWFtLnB5) | `75.53% <100.00%> (-1.44%)` | :arrow_down: |
| [...ache\_beam/runners/interactive/recording\_manager.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9yZWNvcmRpbmdfbWFuYWdlci5weQ==) | `98.97% <100.00%> (-0.01%)` | :arrow_down: |
| [...ks/python/apache\_beam/runners/interactive/utils.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS91dGlscy5weQ==) | `93.60% <100.00%> (+0.49%)` | :arrow_up: |
| [...runners/interactive/display/pcoll\_visualization.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9kaXNwbGF5L3Bjb2xsX3Zpc3VhbGl6YXRpb24ucHk=) | `85.26% <0.00%> (-0.53%)` | :arrow_down: |
| [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15180/diff?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==) | `93.73% <0.00%> (-0.13%)` | :arrow_down: |
| [sdks/python/apache\_beam/dataframe/expressions.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2V4cHJlc3Npb25zLnB5) | `92.90% <0.00%> (+1.29%)` | :arrow_up: |
| [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/15180/diff?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=) | `95.12% <0.00%> (+2.43%)` | :arrow_up: |
------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15180?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/15180?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 [3e933b5...7f63376](https://codecov.io/gh/apache/beam/pull/15180?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 #15180: [BEAM-12388] Add caching to deferred dataframes
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #15180:
URL: https://github.com/apache/beam/pull/15180#issuecomment-880967221
# [Codecov](https://codecov.io/gh/apache/beam/pull/15180?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 [#15180](https://codecov.io/gh/apache/beam/pull/15180?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (7a098bc) into [master](https://codecov.io/gh/apache/beam/commit/3e933b55f3d2072fb0248050f9091850933f33c7?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (3e933b5) will **increase** coverage by `0.00%`.
> The diff coverage is `100.00%`.
[](https://codecov.io/gh/apache/beam/pull/15180?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 #15180 +/- ##
=======================================
Coverage 83.83% 83.84%
=======================================
Files 441 441
Lines 59619 59653 +34
=======================================
+ Hits 49984 50017 +33
- Misses 9635 9636 +1
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/15180?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 | |
|---|---|---|
| [...am/runners/interactive/caching/expression\_cache.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9jYWNoaW5nL2V4cHJlc3Npb25fY2FjaGUucHk=) | `100.00% <100.00%> (ø)` | |
| [...pache\_beam/runners/interactive/interactive\_beam.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9iZWFtLnB5) | `75.53% <100.00%> (-1.44%)` | :arrow_down: |
| [...ache\_beam/runners/interactive/recording\_manager.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9yZWNvcmRpbmdfbWFuYWdlci5weQ==) | `98.97% <100.00%> (-0.01%)` | :arrow_down: |
| [...ks/python/apache\_beam/runners/interactive/utils.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS91dGlscy5weQ==) | `93.60% <100.00%> (+0.49%)` | :arrow_up: |
| [...runners/interactive/display/pcoll\_visualization.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9kaXNwbGF5L3Bjb2xsX3Zpc3VhbGl6YXRpb24ucHk=) | `85.26% <0.00%> (-0.53%)` | :arrow_down: |
| [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/15180/diff?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==) | `93.73% <0.00%> (-0.13%)` | :arrow_down: |
| [sdks/python/apache\_beam/dataframe/expressions.py](https://codecov.io/gh/apache/beam/pull/15180/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2V4cHJlc3Npb25zLnB5) | `92.90% <0.00%> (+1.29%)` | :arrow_up: |
| [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/15180/diff?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=) | `95.12% <0.00%> (+2.43%)` | :arrow_up: |
------
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