codecov[bot] edited a comment on pull request #16615: URL: https://github.com/apache/beam/pull/16615#issuecomment-1026404532
# [Codecov](https://codecov.io/gh/apache/beam/pull/16615?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 [#16615](https://codecov.io/gh/apache/beam/pull/16615?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (31d2551) into [master](https://codecov.io/gh/apache/beam/commit/640e6c245a89581578da68b26d6e27b55deb6a80?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (640e6c2) will **increase** coverage by `9.08%`. > The diff coverage is `100.00%`. > :exclamation: Current head 31d2551 differs from pull request most recent head e8040e6. Consider uploading reports for the commit e8040e6 to get more accurate results [](https://codecov.io/gh/apache/beam/pull/16615?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 #16615 +/- ## ========================================== + Coverage 74.63% 83.71% +9.08% ========================================== Files 653 452 -201 Lines 81876 62794 -19082 ========================================== - Hits 61105 52569 -8536 + Misses 19785 10225 -9560 + Partials 986 0 -986 ``` | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16615?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/frames.py](https://codecov.io/gh/apache/beam/pull/16615/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==) | `95.06% <100.00%> (+0.12%)` | :arrow_up: | | [sdks/python/apache\_beam/io/jdbc.py](https://codecov.io/gh/apache/beam/pull/16615/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vamRiYy5weQ==) | `78.26% <0.00%> (-6.74%)` | :arrow_down: | | [sdks/python/apache\_beam/typehints/opcodes.py](https://codecov.io/gh/apache/beam/pull/16615/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHlwZWhpbnRzL29wY29kZXMucHk=) | `84.89% <0.00%> (-5.82%)` | :arrow_down: | | [sdks/python/apache\_beam/io/gcp/bigtableio.py](https://codecov.io/gh/apache/beam/pull/16615/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2JpZ3RhYmxlaW8ucHk=) | `74.69% <0.00%> (-4.79%)` | :arrow_down: | | [...pache\_beam/dataframe/pandas\_top\_level\_functions.py](https://codecov.io/gh/apache/beam/pull/16615/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZGF0YWZyYW1lL3BhbmRhc190b3BfbGV2ZWxfZnVuY3Rpb25zLnB5) | `90.52% <0.00%> (-3.16%)` | :arrow_down: | | [...s/python/apache\_beam/runners/portability/stager.py](https://codecov.io/gh/apache/beam/pull/16615/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9wb3J0YWJpbGl0eS9zdGFnZXIucHk=) | `85.54% <0.00%> (-2.75%)` | :arrow_down: | | [...n/apache\_beam/runners/interactive/cache\_manager.py](https://codecov.io/gh/apache/beam/pull/16615/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9jYWNoZV9tYW5hZ2VyLnB5) | `88.59% <0.00%> (-2.39%)` | :arrow_down: | | [.../python/apache\_beam/transforms/periodicsequence.py](https://codecov.io/gh/apache/beam/pull/16615/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9wZXJpb2RpY3NlcXVlbmNlLnB5) | `96.72% <0.00%> (-1.64%)` | :arrow_down: | | [sdks/python/apache\_beam/options/value\_provider.py](https://codecov.io/gh/apache/beam/pull/16615/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vb3B0aW9ucy92YWx1ZV9wcm92aWRlci5weQ==) | `91.35% <0.00%> (-1.24%)` | :arrow_down: | | [...ks/python/apache\_beam/runners/interactive/utils.py](https://codecov.io/gh/apache/beam/pull/16615/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==) | `94.85% <0.00%> (-0.60%)` | :arrow_down: | | ... and [235 more](https://codecov.io/gh/apache/beam/pull/16615/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/16615?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). > **Legend** - 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