codecov[bot] edited a comment on pull request #16517: URL: https://github.com/apache/beam/pull/16517#issuecomment-1013099750
# [Codecov](https://codecov.io/gh/apache/beam/pull/16517?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 [#16517](https://codecov.io/gh/apache/beam/pull/16517?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (60b36c2) into [master](https://codecov.io/gh/apache/beam/commit/872455570ae7f3e2e35360bccf93b503ae9fdb5c?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (8724555) will **increase** coverage by `9.02%`. > The diff coverage is `n/a`. [](https://codecov.io/gh/apache/beam/pull/16517?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 #16517 +/- ## ========================================== + Coverage 74.62% 83.64% +9.02% ========================================== Files 653 452 -201 Lines 81798 62170 -19628 ========================================== - Hits 61040 52004 -9036 + Misses 19777 10166 -9611 + Partials 981 0 -981 ``` | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16517?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/transforms/ptransform.py](https://codecov.io/gh/apache/beam/pull/16517/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9wdHJhbnNmb3JtLnB5) | `93.54% <ø> (ø)` | | | [...pache\_beam/dataframe/pandas\_top\_level\_functions.py](https://codecov.io/gh/apache/beam/pull/16517/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: | | [...n/apache\_beam/runners/interactive/cache\_manager.py](https://codecov.io/gh/apache/beam/pull/16517/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: | | [...beam/runners/interactive/background\_caching\_job.py](https://codecov.io/gh/apache/beam/pull/16517/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9iYWNrZ3JvdW5kX2NhY2hpbmdfam9iLnB5) | `94.26% <0.00%> (-2.29%)` | :arrow_down: | | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16517/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vc291cmNlX3Rlc3RfdXRpbHMucHk=) | `88.01% <0.00%> (-1.85%)` | :arrow_down: | | [...eam/runners/interactive/interactive\_environment.py](https://codecov.io/gh/apache/beam/pull/16517/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9pbnRlcmFjdGl2ZS9pbnRlcmFjdGl2ZV9lbnZpcm9ubWVudC5weQ==) | `90.40% <0.00%> (-1.33%)` | :arrow_down: | | [sdks/python/apache\_beam/internal/metrics/metric.py](https://codecov.io/gh/apache/beam/pull/16517/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvbWV0cmljcy9tZXRyaWMucHk=) | `90.00% <0.00%> (-1.00%)` | :arrow_down: | | [...ks/python/apache\_beam/runners/interactive/utils.py](https://codecov.io/gh/apache/beam/pull/16517/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: | | [setup.py](https://codecov.io/gh/apache/beam/pull/16517/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-c2V0dXAucHk=) | `0.00% <0.00%> (ø)` | | | [sdks/python/apache\_beam/examples/wordcount.py](https://codecov.io/gh/apache/beam/pull/16517/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vZXhhbXBsZXMvd29yZGNvdW50LnB5) | `93.10% <0.00%> (ø)` | | | ... and [223 more](https://codecov.io/gh/apache/beam/pull/16517/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/16517?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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