distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Defining UCX for scheduler fails to build cluster on UCX
- Restrict task/actor placement based on free worker memory
- WIP: Make workers gracefully handle sigint
- dask not respecting worker resources
- excessive CPU time spent on gc (even after manually adjusting gc thresholds)
- Nanny.close should gracefully close worker
- Worker lost the data when write dataframe to csv file
- [WIP] Better track worker failures in SpecificationCluster
- Faulty assert in Worker.transition_waiting_ready
- Worker memory not being freed when tasks complete
- Docs
- Python not yet supported