dask
https://github.com/dask/dask
Python
Parallel computing with task scheduling
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- Issues
- test_temporary_directory sporadically fails when run with xdist
- Avoid filesystem operations on the client
- da.unique(<array with an unknown shape>,return_counts=True) raises
- Cholesky fails for sparse matrices
- Filesystem transactions
- Priority propagation
- Design: nested _meta
- Adding multiple columns inside the same call doesn't work properly, while it does on Pandas
- Applying ufuncs to dask scalars do not return dask scalars.
- `read_parquet` graph transfer grows more than lienearly with number of partitions
- Docs
- Python not yet supported