distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Ensure workers do not kill on restart
- The buffer of embedded numpy variables is deep-copied in client->scheduler comms
- Dynamically imported functions by path cannot be executed with `ClientExecutor`.
- dask/distributed occasionally fails to deserialize pandas dataframe due to `AssertionError: Number of manager items must equal union of block items
- [DNM] P2P shuffle without PyArrow
- pytest-xdist is not being ignored in code samples
- Worker restriction using alias doesn't resolve after worker restart
- Test CI
- Shuffle use pyarrow more broadly
- P2P: Unresponsive worker causes P2P shuffle to transition to fail
- Docs
- Python not yet supported