distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Do not rebalance spilled keys
- Stream spilled data directly from disk to other workers without loading into memory (`sendfile`-style)
- Unique keys runs slow with time
- Possible memory leak when using LocalCluster
- Error transitioning task from 'processing' to 'memory' when using annotations
- Check worker connectivity before sending work
- Deserialise data on demand
- distributed Dask queue : producer consumer
- Dask: Stalling Tasks?
- recursive serialization fails with nested objects
- Docs
- Python not yet supported