codecov-commenter commented on PR #39164: URL: https://github.com/apache/spark/pull/39164#issuecomment-1362724410
# [Codecov](https://codecov.io/gh/apache/spark/pull/39164?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 [#39164](https://codecov.io/gh/apache/spark/pull/39164?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (e56f31d) into [master](https://codecov.io/gh/apache/spark/commit/d94642625bc701f2bf76a0e1d97aa29212d961bd?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (d946426) will **decrease** coverage by `21.92%`. > The diff coverage is `80.25%`. > :exclamation: Current head e56f31d differs from pull request most recent head 743cd10. Consider uploading reports for the commit 743cd10 to get more accurate results ```diff @@ Coverage Diff @@ ## master #39164 +/- ## =========================================== - Coverage 90.88% 68.96% -21.93% =========================================== Files 340 191 -149 Lines 75912 52313 -23599 Branches 10349 7496 -2853 =========================================== - Hits 68996 36076 -32920 - Misses 5330 14998 +9668 + Partials 1586 1239 -347 ``` | Flag | Coverage Δ | | |---|---|---| | unittests | `68.94% <80.25%> (-21.93%)` | :arrow_down: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#carryforward-flags-in-the-pull-request-comment) to find out more. | [Impacted Files](https://codecov.io/gh/apache/spark/pull/39164?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 | | |---|---|---| | [python/pyspark/sql/readwriter.py](https://codecov.io/gh/apache/spark/pull/39164/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-cHl0aG9uL3B5c3Bhcmsvc3FsL3JlYWR3cml0ZXIucHk=) | `47.64% <ø> (-28.24%)` | :arrow_down: | | [python/pyspark/testing/connectutils.py](https://codecov.io/gh/apache/spark/pull/39164/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-cHl0aG9uL3B5c3BhcmsvdGVzdGluZy9jb25uZWN0dXRpbHMucHk=) | `90.27% <ø> (-0.14%)` | :arrow_down: | | [...ython/pyspark/sql/connect/proto/expressions\_pb2.py](https://codecov.io/gh/apache/spark/pull/39164/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-cHl0aG9uL3B5c3Bhcmsvc3FsL2Nvbm5lY3QvcHJvdG8vZXhwcmVzc2lvbnNfcGIyLnB5) | `52.32% <15.90%> (-1.20%)` | :arrow_down: | | [python/pyspark/sql/session.py](https://codecov.io/gh/apache/spark/pull/39164/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-cHl0aG9uL3B5c3Bhcmsvc3FsL3Nlc3Npb24ucHk=) | `66.24% <50.00%> (-15.99%)` | :arrow_down: | | [python/pyspark/sql/connect/window.py](https://codecov.io/gh/apache/spark/pull/39164/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-cHl0aG9uL3B5c3Bhcmsvc3FsL2Nvbm5lY3Qvd2luZG93LnB5) | `65.48% <65.48%> (ø)` | | | [python/pyspark/sql/connect/session.py](https://codecov.io/gh/apache/spark/pull/39164/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-cHl0aG9uL3B5c3Bhcmsvc3FsL2Nvbm5lY3Qvc2Vzc2lvbi5weQ==) | `85.58% <85.71%> (+0.40%)` | :arrow_up: | | [python/pyspark/sql/connect/functions.py](https://codecov.io/gh/apache/spark/pull/39164/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-cHl0aG9uL3B5c3Bhcmsvc3FsL2Nvbm5lY3QvZnVuY3Rpb25zLnB5) | `87.55% <91.83%> (+0.82%)` | :arrow_up: | | [python/pyspark/sql/connect/column.py](https://codecov.io/gh/apache/spark/pull/39164/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-cHl0aG9uL3B5c3Bhcmsvc3FsL2Nvbm5lY3QvY29sdW1uLnB5) | `88.45% <92.75%> (+0.24%)` | :arrow_up: | | [python/pyspark/sql/connect/readwriter.py](https://codecov.io/gh/apache/spark/pull/39164/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-cHl0aG9uL3B5c3Bhcmsvc3FsL2Nvbm5lY3QvcmVhZHdyaXRlci5weQ==) | `67.33% <100.00%> (+4.69%)` | :arrow_up: | | [...n/pyspark/sql/tests/connect/test\_connect\_column.py](https://codecov.io/gh/apache/spark/pull/39164/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-cHl0aG9uL3B5c3Bhcmsvc3FsL3Rlc3RzL2Nvbm5lY3QvdGVzdF9jb25uZWN0X2NvbHVtbi5weQ==) | `96.52% <100.00%> (+0.48%)` | :arrow_up: | | ... and [282 more](https://codecov.io/gh/apache/spark/pull/39164/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) | | :mega: We’re building smart automated test selection to slash your CI/CD build times. 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