distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Worker task deserialization and ThreadPoolExecutor interactions
- Scheduler dashboard progress bar partially grey
- ActorFuture roadmap
- No workers error when trying to scatter
- Propagate environment variables to workers
- Restrict task/actor placement based on free worker memory
- dask not respecting worker resources
- excessive CPU time spent on gc (even after manually adjusting gc thresholds)
- Faulty assert in Worker.transition_waiting_ready
- Worker memory not being freed when tasks complete
- Docs
- Python not yet supported