distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Cache root-ish-ness for consistency
- Queuing: lowest-memory worker as tiebreaker
- Simplify `Scheduler.restart` logic and raise deliberate exceptions
- Remove deprecated LoopRunner API
- Non-blocking operations on scheduler
- Polars DataFrame Support
- Polars DataFrame/LazyFrame protocol support + distributed config
- Better instrumentation for `Worker.gather_dep`
- All tasks without dependencies are root-ish
- LocalCluster fails in Python3.11
- Docs
- Python not yet supported