codecov[bot] commented on PR #37428: URL: https://github.com/apache/beam/pull/37428#issuecomment-3815601831
## [Codecov](https://app.codecov.io/gh/apache/beam/pull/37428?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report :x: Patch coverage is `4.44444%` with `43 lines` in your changes missing coverage. Please review. :white_check_mark: Project coverage is 35.97%. Comparing base ([`e12436a`](https://app.codecov.io/gh/apache/beam/commit/e12436a9bd3fcec486d682fb9649e33fd647ba8f?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`b5a4e7a`](https://app.codecov.io/gh/apache/beam/commit/b5a4e7a83c6b5c307e788f1ef0fe44cde764128a?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)). :warning: Report is 8 commits behind head on master. | [Files with missing lines](https://app.codecov.io/gh/apache/beam/pull/37428?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines | |---|---|---| | [sdks/python/apache\_beam/ml/inference/base.py](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Finference%2Fbase.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvaW5mZXJlbmNlL2Jhc2UucHk=) | 5.26% | [18 Missing :warning: ](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...ython/apache\_beam/ml/inference/gemini\_inference.py](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Finference%2Fgemini_inference.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvaW5mZXJlbmNlL2dlbWluaV9pbmZlcmVuY2UucHk=) | 0.00% | [6 Missing :warning: ](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...on/apache\_beam/ml/inference/vertex\_ai\_inference.py](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Finference%2Fvertex_ai_inference.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvaW5mZXJlbmNlL3ZlcnRleF9haV9pbmZlcmVuY2UucHk=) | 20.00% | [4 Missing :warning: ](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [.../apache\_beam/ml/inference/huggingface\_inference.py](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Finference%2Fhuggingface_inference.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvaW5mZXJlbmNlL2h1Z2dpbmdmYWNlX2luZmVyZW5jZS5weQ==) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [.../python/apache\_beam/ml/inference/vllm\_inference.py](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Finference%2Fvllm_inference.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvaW5mZXJlbmNlL3ZsbG1faW5mZXJlbmNlLnB5) | 0.00% | [3 Missing :warning: ](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...thon/apache\_beam/ml/inference/pytorch\_inference.py](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Finference%2Fpytorch_inference.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvaW5mZXJlbmNlL3B5dG9yY2hfaW5mZXJlbmNlLnB5) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...thon/apache\_beam/ml/inference/sklearn\_inference.py](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Finference%2Fsklearn_inference.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvaW5mZXJlbmNlL3NrbGVhcm5faW5mZXJlbmNlLnB5) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...n/apache\_beam/ml/inference/tensorflow\_inference.py](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Finference%2Ftensorflow_inference.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvaW5mZXJlbmNlL3RlbnNvcmZsb3dfaW5mZXJlbmNlLnB5) | 0.00% | [2 Missing :warning: ](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [.../python/apache\_beam/ml/inference/onnx\_inference.py](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Finference%2Fonnx_inference.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvaW5mZXJlbmNlL29ubnhfaW5mZXJlbmNlLnB5) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...hon/apache\_beam/ml/inference/tensorrt\_inference.py](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Finference%2Ftensorrt_inference.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvaW5mZXJlbmNlL3RlbnNvcnJ0X2luZmVyZW5jZS5weQ==) | 0.00% | [1 Missing :warning: ](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | ... and [1 more](https://app.codecov.io/gh/apache/beam/pull/37428?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | <details><summary>Additional details and impacted files</summary> ```diff @@ Coverage Diff @@ ## master #37428 +/- ## ============================================ + Coverage 35.95% 35.97% +0.02% Complexity 1676 1676 ============================================ Files 1062 1062 Lines 166033 165889 -144 Branches 1208 1208 ============================================ - Hits 59690 59685 -5 + Misses 104162 104023 -139 Partials 2181 2181 ``` | [Flag](https://app.codecov.io/gh/apache/beam/pull/37428/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | | |---|---|---| | [python](https://app.codecov.io/gh/apache/beam/pull/37428/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `39.94% <4.44%> (+0.06%)` | :arrow_up: | Flags with carried forward coverage won't be shown. 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