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
- BUG: Sometimes code works fine sometimes same code with same data processes forever and eats up unlimited RAM than crashes
- FEAT: Provide a way to run a function on each worker before sql I/O
- BUG: binary operations with lists including custom classes raise errors
- PERF: `_propagate_index_objs` function does extra work
- BUG: Binary operations fail when trying to perform them on strings
- BUG: Binary operations with mixed types fail when applied along 0 axis
- BUG: Dataframe.groupby.__getitem__ does not properly support single column
- FIX-#5200: Use squeeze parameter instead of SeriesGroupby
- FEAT: Support xgboost major versions > 1 by using collective instead of rabit
- FIX: Support pandas.tseries and pandas.offsets
- Docs
- Python not yet supported