codecov[bot] commented on PR #33364:
URL: https://github.com/apache/beam/pull/33364#issuecomment-2542420942

   ## 
[Codecov](https://app.codecov.io/gh/apache/beam/pull/33364?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
 Report
   Attention: Patch coverage is `82.12291%` with `32 lines` in your changes 
missing coverage. Please review.
   > Project coverage is 57.41%. Comparing base 
[(`d9092a5`)](https://app.codecov.io/gh/apache/beam/commit/d9092a5adc7545cc28f4ac7bf4e93b25475b4206?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
 to head 
[(`9637269`)](https://app.codecov.io/gh/apache/beam/commit/9637269573065ea686c3f8d31da3e0681e679b42?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache).
   > Report is 13 commits behind head on master.
   
   | [Files with missing 
lines](https://app.codecov.io/gh/apache/beam/pull/33364?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
 | Patch % | Lines |
   |---|---|---|
   | 
[...ks/python/apache\_beam/ml/rag/chunking/langchain.py](https://app.codecov.io/gh/apache/beam/pull/33364?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Frag%2Fchunking%2Flangchain.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvcmFnL2NodW5raW5nL2xhbmdjaGFpbi5weQ==)
 | 51.35% | [18 Missing :warning: 
](https://app.codecov.io/gh/apache/beam/pull/33364?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
 |
   | 
[...ython/apache\_beam/ml/rag/embeddings/huggingface.py](https://app.codecov.io/gh/apache/beam/pull/33364?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Frag%2Fembeddings%2Fhuggingface.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvcmFnL2VtYmVkZGluZ3MvaHVnZ2luZ2ZhY2UucHk=)
 | 68.42% | [6 Missing :warning: 
](https://app.codecov.io/gh/apache/beam/pull/33364?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
 |
   | 
[sdks/python/apache\_beam/ml/transforms/base.py](https://app.codecov.io/gh/apache/beam/pull/33364?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Ftransforms%2Fbase.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvdHJhbnNmb3Jtcy9iYXNlLnB5)
 | 91.22% | [5 Missing :warning: 
](https://app.codecov.io/gh/apache/beam/pull/33364?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
 |
   | 
[...pache\_beam/ml/transforms/embeddings/huggingface.py](https://app.codecov.io/gh/apache/beam/pull/33364?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Ftransforms%2Fembeddings%2Fhuggingface.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvdHJhbnNmb3Jtcy9lbWJlZGRpbmdzL2h1Z2dpbmdmYWNlLnB5)
 | 0.00% | [2 Missing :warning: 
](https://app.codecov.io/gh/apache/beam/pull/33364?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
 |
   | 
[sdks/python/apache\_beam/ml/rag/chunking/base.py](https://app.codecov.io/gh/apache/beam/pull/33364?src=pr&el=tree&filepath=sdks%2Fpython%2Fapache_beam%2Fml%2Frag%2Fchunking%2Fbase.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-c2Rrcy9weXRob24vYXBhY2hlX2JlYW0vbWwvcmFnL2NodW5raW5nL2Jhc2UucHk=)
 | 95.83% | [1 Missing :warning: 
](https://app.codecov.io/gh/apache/beam/pull/33364?src=pr&el=tree&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   #33364      +/-   ##
   ============================================
   + Coverage     57.40%   57.41%   +0.01%     
     Complexity     1475     1475              
   ============================================
     Files           973      978       +5     
     Lines        154794   154935     +141     
     Branches       1076     1076              
   ============================================
   + Hits          88854    88959     +105     
   - Misses        63737    63773      +36     
     Partials       2203     2203              
   ```
   
   | 
[Flag](https://app.codecov.io/gh/apache/beam/pull/33364/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/33364/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)
 | `81.25% <82.12%> (-0.02%)` | :arrow_down: |
   
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 to find out more.
   
   </details>
   
   [:umbrella: View full report in Codecov by 
Sentry](https://app.codecov.io/gh/apache/beam/pull/33364?dropdown=coverage&src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache).
   
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