codecov-commenter commented on PR #39647: URL: https://github.com/apache/spark/pull/39647#issuecomment-1396839380
# [Codecov](https://codecov.io/gh/apache/spark/pull/39647?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 [#39647](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (53c99a4) into [master](https://codecov.io/gh/apache/spark/commit/f3a82b32a00fea5f0068306764b887f729d18d8c?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (f3a82b3) will **decrease** coverage by `1.60%`. > The diff coverage is `84.00%`. > :exclamation: Current head 53c99a4 differs from pull request most recent head b1ee931. Consider uploading reports for the commit b1ee931 to get more accurate results ```diff @@ Coverage Diff @@ ## master #39647 +/- ## ========================================== - Coverage 86.38% 84.78% -1.60% ========================================== Files 320 353 +33 Lines 72322 69702 -2620 Branches 10271 10131 -140 ========================================== - Hits 62476 59098 -3378 - Misses 8258 8658 +400 - Partials 1588 1946 +358 ``` | Flag | Coverage Δ | | |---|---|---| | unittests | `84.77% <84.00%> (-1.59%)` | :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/39647?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 | | |---|---|---| | [...thon/pyspark/ml/torch/torch\_run\_process\_wrapper.py](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cHl0aG9uL3B5c3BhcmsvbWwvdG9yY2gvdG9yY2hfcnVuX3Byb2Nlc3Nfd3JhcHBlci5weQ==) | `30.95% <ø> (ø)` | | | [python/pyspark/ml/torch/distributor.py](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cHl0aG9uL3B5c3BhcmsvbWwvdG9yY2gvZGlzdHJpYnV0b3IucHk=) | `79.70% <78.94%> (+4.38%)` | :arrow_up: | | [python/pyspark/ml/torch/tests/test\_distributor.py](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cHl0aG9uL3B5c3BhcmsvbWwvdG9yY2gvdGVzdHMvdGVzdF9kaXN0cmlidXRvci5weQ==) | `99.09% <100.00%> (+2.02%)` | :arrow_up: | | [python/pyspark/pandas/correlation.py](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cHl0aG9uL3B5c3BhcmsvcGFuZGFzL2NvcnJlbGF0aW9uLnB5) | `21.95% <0.00%> (-78.05%)` | :arrow_down: | | [python/pyspark/pandas/frame.py](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cHl0aG9uL3B5c3BhcmsvcGFuZGFzL2ZyYW1lLnB5) | `33.12% <0.00%> (-64.86%)` | :arrow_down: | | [python/pyspark/pandas/series.py](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cHl0aG9uL3B5c3BhcmsvcGFuZGFzL3Nlcmllcy5weQ==) | `40.25% <0.00%> (-56.86%)` | :arrow_down: | | [python/pyspark/pandas/indexes/multi.py](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cHl0aG9uL3B5c3BhcmsvcGFuZGFzL2luZGV4ZXMvbXVsdGkucHk=) | `56.91% <0.00%> (-40.52%)` | :arrow_down: | | [python/pyspark/pandas/generic.py](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cHl0aG9uL3B5c3BhcmsvcGFuZGFzL2dlbmVyaWMucHk=) | `52.69% <0.00%> (-39.62%)` | :arrow_down: | | [python/pyspark/pandas/indexing.py](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cHl0aG9uL3B5c3BhcmsvcGFuZGFzL2luZGV4aW5nLnB5) | `53.44% <0.00%> (-35.45%)` | :arrow_down: | | [python/pyspark/pandas/indexes/base.py](https://codecov.io/gh/apache/spark/pull/39647?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-cHl0aG9uL3B5c3BhcmsvcGFuZGFzL2luZGV4ZXMvYmFzZS5weQ==) | `71.35% <0.00%> (-26.95%)` | :arrow_down: | | ... and [124 more](https://codecov.io/gh/apache/spark/pull/39647?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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