distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Deserialization of compressed data is sluggish and causes memory flares
- WIP refactor prometheus metrics
- Assign tasks to idle workers rather than queuing them
- [QST]: p2p shuffle on large datasets
- Consistent worker selection for no-deps cases
- Polars DataFrame/LazyFrame protocol support + distributed config
- All tasks without dependencies are root-ish
- `CommClosedErrors` resulting from `Client.shutdown()`
- [DNM] Structural co-assignment
- Serialize some lists using Dispatch
- Docs
- Python not yet supported