distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- High CPU usage on idle, disable dashboard and metric collection
- Diagnosis of Task Stream lineage
- Optional Visualize individual aggergation per key plots as boxplots
- Run local code remotely on a worker
- Custom serializer support for dumps_function()
- Tests fail (unnecessarily) when networking is unavailable
- DOC: Configuring local_directory/temporary-directory to point to fast storage medium
- Serialization Error Messages Hidden
- ActorFuture doesn't work with `as_completed(...)`
- Speculatively assign tasks to workers
- Docs
- Python not yet supported