distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Can not get client when not on worker thread
- Reducing width of `/status` dashboard without page refresh breaks layout
- Weakref finalizers prohibit GC
- KeyError when running P2P rechunking
- Task state "alias" for executing tasks
- Top-level cluster efficiency metric
- Negative occupancy causes dashboard and metrics to fail
- Work stealing causes a sudden death of workers without any informative traceback.
- Efficient scalable shuffle - P2P shuffle extension
- Scheduler `TaskState` objects should be unique, not hashed by key
- Docs
- Python not yet supported