codecov[bot] edited a comment on pull request #16351: URL: https://github.com/apache/beam/pull/16351#issuecomment-1000563335
# [Codecov](https://codecov.io/gh/apache/beam/pull/16351?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 [#16351](https://codecov.io/gh/apache/beam/pull/16351?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1cf8a42) into [master](https://codecov.io/gh/apache/beam/commit/37d5ba159543060ebb81fe82303cf849337b7a85?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (37d5ba1) will **increase** coverage by `8.91%`. > The diff coverage is `91.17%`. [](https://codecov.io/gh/apache/beam/pull/16351?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 #16351 +/- ## ========================================== + Coverage 74.68% 83.60% +8.91% ========================================== Files 644 452 -192 Lines 81276 62014 -19262 ========================================== - Hits 60703 51844 -8859 + Misses 19602 10170 -9432 + Partials 971 0 -971 ``` | [Impacted Files](https://codecov.io/gh/apache/beam/pull/16351?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/core.py](https://codecov.io/gh/apache/beam/pull/16351/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHJhbnNmb3Jtcy9jb3JlLnB5) | `92.78% <90.00%> (+0.13%)` | :arrow_up: | | [sdks/python/apache\_beam/typehints/typehints.py](https://codecov.io/gh/apache/beam/pull/16351/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vdHlwZWhpbnRzL3R5cGVoaW50cy5weQ==) | `93.49% <100.00%> (+0.05%)` | :arrow_up: | | [sdks/python/apache\_beam/utils/interactive\_utils.py](https://codecov.io/gh/apache/beam/pull/16351/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=) | `87.80% <0.00%> (-4.88%)` | :arrow_down: | | [...python/apache\_beam/internal/cloudpickle\_pickler.py](https://codecov.io/gh/apache/beam/pull/16351/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%> (-2.05%)` | :arrow_down: | | [sdks/python/apache\_beam/internal/metrics/metric.py](https://codecov.io/gh/apache/beam/pull/16351/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: | | [...eam/runners/interactive/interactive\_environment.py](https://codecov.io/gh/apache/beam/pull/16351/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==) | `91.37% <0.00%> (-0.35%)` | :arrow_down: | | [...hon/apache\_beam/runners/worker/bundle\_processor.py](https://codecov.io/gh/apache/beam/pull/16351/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy93b3JrZXIvYnVuZGxlX3Byb2Nlc3Nvci5weQ==) | `93.39% <0.00%> (-0.25%)` | :arrow_down: | | [...ython/apache\_beam/io/gcp/experimental/spannerio.py](https://codecov.io/gh/apache/beam/pull/16351/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL2V4cGVyaW1lbnRhbC9zcGFubmVyaW8ucHk=) | `82.31% <0.00%> (-0.21%)` | :arrow_down: | | [.../apache\_beam/runners/direct/transform\_evaluator.py](https://codecov.io/gh/apache/beam/pull/16351/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vcnVubmVycy9kaXJlY3QvdHJhbnNmb3JtX2V2YWx1YXRvci5weQ==) | `90.31% <0.00%> (-0.14%)` | :arrow_down: | | [sdks/python/apache\_beam/io/gcp/pubsub.py](https://codecov.io/gh/apache/beam/pull/16351/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-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vaW8vZ2NwL3B1YnN1Yi5weQ==) | `90.65% <0.00%> (-0.05%)` | :arrow_down: | | ... and [230 more](https://codecov.io/gh/apache/beam/pull/16351/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/16351?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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