codecov[bot] edited a comment on pull request #15137: URL: https://github.com/apache/beam/pull/15137#issuecomment-875981942
# [Codecov](https://codecov.io/gh/apache/beam/pull/15137?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 [#15137](https://codecov.io/gh/apache/beam/pull/15137?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (40b0cbf) into [master](https://codecov.io/gh/apache/beam/commit/e616db2fdba0d68df2b9aa2cb03b97aeb3c0661e?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e616db2) will **decrease** coverage by `0.04%`. > The diff coverage is `85.54%`. [](https://codecov.io/gh/apache/beam/pull/15137?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 #15137 +/- ## ========================================== - Coverage 83.77% 83.72% -0.05% ========================================== Files 441 441 Lines 59800 59658 -142 ========================================== - Hits 50095 49949 -146 - Misses 9705 9709 +4 ``` | [Impacted Files](https://codecov.io/gh/apache/beam/pull/15137?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/dataframe/\_\_init\_\_.py](https://codecov.io/gh/apache/beam/pull/15137/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL19faW5pdF9fLnB5) | `100.00% <ø> (ø)` | | | [...dks/python/apache\_beam/examples/cookbook/coders.py](https://codecov.io/gh/apache/beam/pull/15137/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvY29va2Jvb2svY29kZXJzLnB5) | `62.16% <0.00%> (ø)` | | | [...ython/apache\_beam/examples/kafkataxi/kafka\_taxi.py](https://codecov.io/gh/apache/beam/pull/15137/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMva2Fma2F0YXhpL2thZmthX3RheGkucHk=) | `0.00% <0.00%> (ø)` | | | [...on/apache\_beam/runners/portability/spark\_runner.py](https://codecov.io/gh/apache/beam/pull/15137/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9zcGFya19ydW5uZXIucHk=) | `67.34% <33.33%> (ø)` | | | [...m/runners/portability/spark\_uber\_jar\_job\_server.py](https://codecov.io/gh/apache/beam/pull/15137/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9zcGFya191YmVyX2phcl9qb2Jfc2VydmVyLnB5) | `84.32% <50.00%> (ø)` | | | [...n/apache\_beam/ml/gcp/recommendations\_ai\_test\_it.py](https://codecov.io/gh/apache/beam/pull/15137/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haV90ZXN0X2l0LnB5) | `69.76% <69.76%> (ø)` | | | [sdks/python/apache\_beam/coders/coders.py](https://codecov.io/gh/apache/beam/pull/15137/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vY29kZXJzL2NvZGVycy5weQ==) | `87.80% <80.00%> (-0.23%)` | :arrow_down: | | [...ks/python/apache\_beam/ml/gcp/recommendations\_ai.py](https://codecov.io/gh/apache/beam/pull/15137/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvZ2NwL3JlY29tbWVuZGF0aW9uc19haS5weQ==) | `87.26% <87.26%> (ø)` | | | [sdks/python/apache\_beam/dataframe/frames.py](https://codecov.io/gh/apache/beam/pull/15137/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL2ZyYW1lcy5weQ==) | `94.87% <97.95%> (+0.21%)` | :arrow_up: | | [sdks/python/apache\_beam/coders/coder\_impl.py](https://codecov.io/gh/apache/beam/pull/15137/diff?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=) | `95.28% <100.00%> (+0.08%)` | :arrow_up: | | ... and [35 more](https://codecov.io/gh/apache/beam/pull/15137/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | | ------ [Continue to review full report at Codecov](https://codecov.io/gh/apache/beam/pull/15137?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? 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