distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- What might cause a a dask graph to freeze/hang when there's only 1 worker but work with no problems when there's 2 workers or above
- Serialization with `"msgpack"` doesn't preserve `list`s
- Nested `scatter` calls lead to `KeyError`
- Scaling distributed dask to run 27,648 dask workers on the Summit supercomputer
- Client released keys make running tasks get lost
- Create MutableMapping for automatic compression
- Investigate UNIX domain sockets
- Trigger spilling on MemoryError
- Dask Client return SystemError: unknown opcode on trying to fetch result back from future object
- Bug: putative race condition when scaling down LocalCluster
- Docs
- Python not yet supported