codecov[bot] edited a comment on pull request #16633: URL: https://github.com/apache/beam/pull/16633#issuecomment-1023597482
# [Codecov](https://codecov.io/gh/apache/beam/pull/16633?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 [#16633](https://codecov.io/gh/apache/beam/pull/16633?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (0dcd5fc) into [master](https://codecov.io/gh/apache/beam/commit/fd73461f2646ed9ce60e3765ded3939175ae495b?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (fd73461) will **increase** coverage by `8.99%`. > The diff coverage is `53.57%`. [](https://codecov.io/gh/apache/beam/pull/16633?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 #16633 +/- ## ========================================== + Coverage 74.63% 83.63% +8.99% ========================================== Files 653 452 -201 Lines 81882 62190 -19692 ========================================== - Hits 61114 52011 -9103 + Misses 19782 10179 -9603 + Partials 986 0 -986 ``` | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16633?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 | | |---|---|---| | [...s/python/apache\_beam/runners/portability/stager.py](https://codecov.io/gh/apache/beam/pull/16633/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% <51.85%> (-2.82%)` | :arrow_down: | | [...dks/python/apache\_beam/options/pipeline\_options.py](https://codecov.io/gh/apache/beam/pull/16633/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vb3B0aW9ucy9waXBlbGluZV9vcHRpb25zLnB5) | `95.28% <100.00%> (+0.01%)` | :arrow_up: | | [sdks/python/apache\_beam/internal/pickler.py](https://codecov.io/gh/apache/beam/pull/16633/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvcGlja2xlci5weQ==) | `77.27% <0.00%> (-9.10%)` | :arrow_down: | | [...python/apache\_beam/internal/cloudpickle\_pickler.py](https://codecov.io/gh/apache/beam/pull/16633/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvY2xvdWRwaWNrbGVfcGlja2xlci5weQ==) | `84.31% <0.00%> (-5.89%)` | :arrow_down: | | [...pache\_beam/dataframe/pandas\_top\_level\_functions.py](https://codecov.io/gh/apache/beam/pull/16633/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: | | [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/16633/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=) | `92.68% <0.00%> (-2.44%)` | :arrow_down: | | [...n/apache\_beam/runners/interactive/cache\_manager.py](https://codecov.io/gh/apache/beam/pull/16633/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: | | [sdks/python/apache\_beam/internal/dill\_pickler.py](https://codecov.io/gh/apache/beam/pull/16633/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW50ZXJuYWwvZGlsbF9waWNrbGVyLnB5) | `86.33% <0.00%> (-0.72%)` | :arrow_down: | | [...ks/python/apache\_beam/runners/interactive/utils.py](https://codecov.io/gh/apache/beam/pull/16633/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: | | [sdks/python/apache\_beam/io/source\_test\_utils.py](https://codecov.io/gh/apache/beam/pull/16633/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%> (-0.47%)` | :arrow_down: | | ... and [216 more](https://codecov.io/gh/apache/beam/pull/16633/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/16633?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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