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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2021/12/21 22:09:08 UTC
[GitHub] [beam] robertwb opened a new pull request #16316: Benchmark and optimize Python RowCoder
robertwb opened a new pull request #16316:
URL: https://github.com/apache/beam/pull/16316
Before:
```
tiny_row, RowCoder, 1000 element(s) : p. element median time cost: 9.01306e-06 sec, relative std: 1.92%
large_row, RowCoder, 1000 element(s) : p. element median time cost: 2.85555e-05 sec, relative std: 3.01%
nullable_row, RowCoder, 1000 element(s): p. element median time cost: 4.59391e-05 sec, relative std: 2.02%
diverse_row, RowCoder, 1000 element(s) : p. element median time cost: 2.67515e-05 sec, relative std: 5.12%
```
After:
```
tiny_row, RowCoder, 1000 element(s) : p. element median time cost: 7.30038e-07 sec, relative std: 11.11%
large_row, RowCoder, 1000 element(s) : p. element median time cost: 3.04914e-06 sec, relative std: 8.94%
nullable_row, RowCoder, 1000 element(s): p. element median time cost: 3.45743e-06 sec, relative std: 6.99%
diverse_row, RowCoder, 1000 element(s) : p. element median time cost: 9.89497e-06 sec, relative std: 6.05%
```
------------------------
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`ValidatesRunner` compliance status (on master branch)
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<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>
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<td>Go</td>
<td>---</td>
<td>
<a href="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/">
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<img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/badge/icon">
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<td>---</td>
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<td>Java</td>
<td>
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<td>Python</td>
<td>---</td>
<td>
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<td>XLang</td>
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</tbody>
</table>
Examples testing status on various runners
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<table>
<thead>
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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>
</tr>
</thead>
<tbody>
<tr>
<td>Go</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
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<td>Java</td>
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<td>
<a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Cron/lastCompletedBuild/">
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</td>
<td>---</td>
<td>---</td>
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<td>Python</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
<td>---</td>
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<td>---</td>
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<td>XLang</td>
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<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>
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</a>
</td>
<td>
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</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>
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<tr>
<td>Portable</td>
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<td>
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</td>
<td>---</td>
<td>---</td>
<td>---</td>
</tr>
</tbody>
</table>
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[GitHub] [beam] codecov[bot] edited a comment on pull request #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (85d4fad) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.55%`.
> The diff coverage is `97.56%`.
[](https://codecov.io/gh/apache/beam/pull/16316?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 #16316 +/- ##
===========================================
+ Coverage 46.13% 83.68% +37.55%
===========================================
Files 197 447 +250
Lines 19519 61741 +42222
===========================================
+ Hits 9006 51671 +42665
- Misses 9542 10070 +528
+ Partials 971 0 -971
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
| [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16316/diff?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==) | `95.69% <100.00%> (ø)` | |
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------
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> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [38dcb9e...85d4fad](https://codecov.io/gh/apache/beam/pull/16316?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 #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d742adc) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.55%`.
> The diff coverage is `97.56%`.
[](https://codecov.io/gh/apache/beam/pull/16316?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 #16316 +/- ##
===========================================
+ Coverage 46.13% 83.69% +37.55%
===========================================
Files 197 447 +250
Lines 19519 61739 +42220
===========================================
+ Hits 9006 51671 +42665
- Misses 9542 10068 +526
+ Partials 971 0 -971
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
| [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16316/diff?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==) | `95.78% <100.00%> (ø)` | |
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------
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> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [38dcb9e...d742adc](https://codecov.io/gh/apache/beam/pull/16316?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 #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (40a6ffb) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.56%`.
> The diff coverage is `97.56%`.
> :exclamation: Current head 40a6ffb differs from pull request most recent head 85d4fad. Consider uploading reports for the commit 85d4fad to get more accurate results
[](https://codecov.io/gh/apache/beam/pull/16316?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 #16316 +/- ##
===========================================
+ Coverage 46.13% 83.70% +37.56%
===========================================
Files 197 447 +250
Lines 19519 61737 +42218
===========================================
+ Hits 9006 51678 +42672
- Misses 9542 10059 +517
+ Partials 971 0 -971
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
| [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16316/diff?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==) | `95.69% <100.00%> (ø)` | |
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| [sdks/go/pkg/beam/artifact/stage.go](https://codecov.io/gh/apache/beam/pull/16316/diff?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==) | | |
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| [sdks/go/pkg/beam/core/graph/bind.go](https://codecov.io/gh/apache/beam/pull/16316/diff?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=) | | |
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| [sdks/go/pkg/beam/core/graph/coder/row\_encoder.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2dyYXBoL2NvZGVyL3Jvd19lbmNvZGVyLmdv) | | |
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------
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> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [38dcb9e...85d4fad](https://codecov.io/gh/apache/beam/pull/16316?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 #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (85d4fad) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.55%`.
> The diff coverage is `97.56%`.
[](https://codecov.io/gh/apache/beam/pull/16316?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 #16316 +/- ##
===========================================
+ Coverage 46.13% 83.68% +37.55%
===========================================
Files 197 447 +250
Lines 19519 61741 +42222
===========================================
+ Hits 9006 51671 +42665
- Misses 9542 10070 +528
+ Partials 971 0 -971
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
| [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16316/diff?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==) | `95.69% <100.00%> (ø)` | |
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| [sdks/go/pkg/beam/core/graph/bind.go](https://codecov.io/gh/apache/beam/pull/16316/diff?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=) | | |
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------
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> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [38dcb9e...85d4fad](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
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[GitHub] [beam] robertwb commented on pull request #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
robertwb commented on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999126725
R: @TheNeuralBit
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[GitHub] [beam] codecov[bot] edited a comment on pull request #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (40a6ffb) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.56%`.
> The diff coverage is `97.56%`.
[](https://codecov.io/gh/apache/beam/pull/16316?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 #16316 +/- ##
===========================================
+ Coverage 46.13% 83.70% +37.56%
===========================================
Files 197 447 +250
Lines 19519 61737 +42218
===========================================
+ Hits 9006 51678 +42672
- Misses 9542 10059 +517
+ Partials 971 0 -971
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
| [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16316/diff?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==) | `95.69% <100.00%> (ø)` | |
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------
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[GitHub] [beam] codecov[bot] edited a comment on pull request #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (40a6ffb) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.56%`.
> The diff coverage is `97.56%`.
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```diff
@@ Coverage Diff @@
## master #16316 +/- ##
===========================================
+ Coverage 46.13% 83.70% +37.56%
===========================================
Files 197 447 +250
Lines 19519 61737 +42218
===========================================
+ Hits 9006 51678 +42672
- Misses 9542 10059 +517
+ Partials 971 0 -971
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
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| [sdks/go/pkg/beam/forward.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9mb3J3YXJkLmdv) | | |
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------
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[GitHub] [beam] codecov[bot] commented on pull request #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] commented on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d742adc) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.55%`.
> The diff coverage is `97.56%`.
[](https://codecov.io/gh/apache/beam/pull/16316?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 #16316 +/- ##
===========================================
+ Coverage 46.13% 83.69% +37.55%
===========================================
Files 197 447 +250
Lines 19519 61739 +42220
===========================================
+ Hits 9006 51671 +42665
- Misses 9542 10068 +526
+ Partials 971 0 -971
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
| [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16316/diff?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==) | `95.78% <100.00%> (ø)` | |
| [sdks/go/pkg/beam/core/runtime/exec/data.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvZXhlYy9kYXRhLmdv) | | |
| [sdks/go/pkg/beam/core/runtime/metricsx/metricsx.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUvbWV0cmljc3gvbWV0cmljc3guZ28=) | | |
| [sdks/go/pkg/beam/core/runtime/xlangx/resolve.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3J1bnRpbWUveGxhbmd4L3Jlc29sdmUuZ28=) | | |
| [...ks/go/pkg/beam/runners/dataflow/dataflowlib/job.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9ydW5uZXJzL2RhdGFmbG93L2RhdGFmbG93bGliL2pvYi5nbw==) | | |
| [sdks/go/pkg/beam/core/graph/coder/coder.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2dyYXBoL2NvZGVyL2NvZGVyLmdv) | | |
| [sdks/go/pkg/beam/transforms/stats/count.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS90cmFuc2Zvcm1zL3N0YXRzL2NvdW50Lmdv) | | |
| [sdks/go/pkg/beam/core/util/reflectx/types.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3V0aWwvcmVmbGVjdHgvdHlwZXMuZ28=) | | |
| [sdks/go/pkg/beam/core/util/protox/base64.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL3V0aWwvcHJvdG94L2Jhc2U2NC5nbw==) | | |
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------
[Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/16316?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/16316?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 [38dcb9e...d742adc](https://codecov.io/gh/apache/beam/pull/16316?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 #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (40a6ffb) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.56%`.
> The diff coverage is `97.56%`.
[](https://codecov.io/gh/apache/beam/pull/16316?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 #16316 +/- ##
===========================================
+ Coverage 46.13% 83.70% +37.56%
===========================================
Files 197 447 +250
Lines 19519 61737 +42218
===========================================
+ Hits 9006 51678 +42672
- Misses 9542 10059 +517
+ Partials 971 0 -971
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
| [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16316/diff?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==) | `95.69% <100.00%> (ø)` | |
| [sdks/go/pkg/beam/io/filesystem/memfs/memory.go](https://codecov.io/gh/apache/beam/pull/16316/diff?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/core/runtime/exec/hash.go](https://codecov.io/gh/apache/beam/pull/16316/diff?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) | | |
| [sdks/go/pkg/beam/testing/passert/count.go](https://codecov.io/gh/apache/beam/pull/16316/diff?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=) | | |
| [sdks/go/pkg/beam/core/runtime/xlangx/payload.go](https://codecov.io/gh/apache/beam/pull/16316/diff?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/runners/direct/buffer.go](https://codecov.io/gh/apache/beam/pull/16316/diff?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=) | | |
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------
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> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [38dcb9e...40a6ffb](https://codecov.io/gh/apache/beam/pull/16316?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 #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d742adc) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.55%`.
> The diff coverage is `97.56%`.
[](https://codecov.io/gh/apache/beam/pull/16316?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 #16316 +/- ##
===========================================
+ Coverage 46.13% 83.69% +37.55%
===========================================
Files 197 447 +250
Lines 19519 61739 +42220
===========================================
+ Hits 9006 51671 +42665
- Misses 9542 10068 +526
+ Partials 971 0 -971
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
| [sdks/python/apache\_beam/coders/row\_coder.py](https://codecov.io/gh/apache/beam/pull/16316/diff?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==) | `95.78% <100.00%> (ø)` | |
| [sdks/go/pkg/beam/core/graph/coder/time.go](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9nby9wa2cvYmVhbS9jb3JlL2dyYXBoL2NvZGVyL3RpbWUuZ28=) | | |
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------
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> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [38dcb9e...d742adc](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
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[GitHub] [beam] robertwb commented on pull request #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
robertwb commented on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999139482
I broke up the changes into logical commits. There are some changes as well (e.g. avoiding array.array for handling of nullables) but it should be fairly straightforward. The first commit does the move, so a diff from that would be useful to see what the other changes are.
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[GitHub] [beam] codecov[bot] edited a comment on pull request #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (85d4fad) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.55%`.
> The diff coverage is `97.56%`.
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```diff
@@ Coverage Diff @@
## master #16316 +/- ##
===========================================
+ Coverage 46.13% 83.68% +37.55%
===========================================
Files 197 447 +250
Lines 19519 61741 +42222
===========================================
+ Hits 9006 51671 +42665
- Misses 9542 10070 +528
+ Partials 971 0 -971
```
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|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
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[GitHub] [beam] TheNeuralBit commented on pull request #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
TheNeuralBit commented on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999147390
ah got it, thanks for splitting those up, the changes look good.
It would be nice to have a benchmark for the encoding position case too, but of course there's a lot of value here even without that, so it can wait.
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[GitHub] [beam] codecov[bot] edited a comment on pull request #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
codecov[bot] edited a comment on pull request #16316:
URL: https://github.com/apache/beam/pull/16316#issuecomment-999135855
# [Codecov](https://codecov.io/gh/apache/beam/pull/16316?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 [#16316](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d742adc) into [master](https://codecov.io/gh/apache/beam/commit/38dcb9e13eac610a629cf05fa7f1ff08e5795e72?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (38dcb9e) will **increase** coverage by `37.55%`.
> The diff coverage is `97.56%`.
> :exclamation: Current head d742adc differs from pull request most recent head 40a6ffb. Consider uploading reports for the commit 40a6ffb to get more accurate results
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```diff
@@ Coverage Diff @@
## master #16316 +/- ##
===========================================
+ Coverage 46.13% 83.69% +37.55%
===========================================
Files 197 447 +250
Lines 19519 61739 +42220
===========================================
+ Hits 9006 51671 +42665
- Misses 9542 10068 +526
+ Partials 971 0 -971
```
| [Impacted Files](https://codecov.io/gh/apache/beam/pull/16316?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
|---|---|---|
| [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/16316/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVyX2ltcGwucHk=) | `94.27% <97.50%> (ø)` | |
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[GitHub] [beam] robertwb merged pull request #16316: Benchmark and optimize Python RowCoder
Posted by GitBox <gi...@apache.org>.
robertwb merged pull request #16316:
URL: https://github.com/apache/beam/pull/16316
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