distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- AttributeError when trying to perform a distributed read_parquet (maybe serialization issues)
- AttributeError: 'ZarrStore' object has no attribute '_append_dim'
- Data loss with `DataFrame.set_index(.., shuffle="disk")`
- Simplifying serialization of status messages
- Huge memory leak and processes do not restart automatically
- Cluster lifecycle management
- WARNING - Memory use is high but worker has no data to store to disk
- Semaphore gets released too often
- Persistent client connection
- KeyError: pickle-protocol when running df.npartitions
- Docs
- Python not yet supported