AnandInguva commented on issue #26209:
URL: https://github.com/apache/beam/issues/26209#issuecomment-1881661699

   ```
   INFO:root:<CombineOperation 
Do/CombinePerKey/CombinePerKey(PreCombineFn)/ExtractOutputs phase=extract>
   
   INFO:root:<CombineOperation 
Do/CombinePerKey/CombinePerKey(PreCombineFn)/Merge phase=merge>
   
   ```
   The setup calls for these two at 
[bundle_processor](https://github.com/apache/beam/blob/75cfbee1591b99ff02d0a6a19631199e719b44fa/sdks/python/apache_beam/runners/worker/bundle_processor.py#L974)
 share the same `CombineFn` objects resulting in sharing state. 
   
   
   I will look into 
[translations](https://github.com/apache/beam/blob/75cfbee1591b99ff02d0a6a19631199e719b44fa/sdks/python/apache_beam/runners/portability/fn_api_runner/translations.py#L1378)
 and see how these are getting pickled.
   


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