tvalentyn opened a new issue, #26209:
URL: https://github.com/apache/beam/issues/26209

   ### What happened?
   
   Combiner combiner  lifting and combiner `with_fanout` utility  copy portions 
of Beam's subgraph related to combiners. It appears that unpickling 
cloudpickle-pickled bytes encoding those subgraph results in multiple 
CombineFns sharing the same state, which results in side-effect in combiner 
setup and teardown initialization. 
   
   TODO: add details, failure examples and code pointers.
   
   
   ### Issue Priority
   
   Priority: 2 (default / most bugs should be filed as P2)
   
   ### Issue Components
   
   - [X] Component: Python SDK
   - [ ] Component: Java SDK
   - [ ] Component: Go SDK
   - [ ] Component: Typescript SDK
   - [ ] Component: IO connector
   - [ ] Component: Beam examples
   - [ ] Component: Beam playground
   - [ ] Component: Beam katas
   - [ ] Component: Website
   - [ ] Component: Spark Runner
   - [ ] Component: Flink Runner
   - [ ] Component: Samza Runner
   - [ ] Component: Twister2 Runner
   - [ ] Component: Hazelcast Jet Runner
   - [ ] Component: Google Cloud Dataflow Runner


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