modin
https://github.com/modin-project/modin
Python
Modin: Scale your Pandas workflows by changing a single line of code
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- Issues
- Define a proper behavior for `deserialize` to materialize a `dict` object
- BUG: Sometimes code works fine sometimes same code with same data processes forever and eats up unlimited RAM than crashes
- PERF: `_propagate_index_objs` function does extra work
- FIX-#5200: Use squeeze parameter instead of SeriesGroupby
- FIX: Support pandas.tseries and pandas.offsets
- FIX-#5196: Support pandas tseries and offsets.
- REFACTOR: Add mypy checks for modin.core.dataframe.algebra
- DOCS: Document that sort_values is not fully distributed
- BUG: UserWarning or ImportError when using Modin on a pre-initialized Ray Cluster
- FEAT-#4909: Properly implement map operator
- Docs
- Python not yet supported