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
- Simplify the process of using UDFs algebra operators
- FEAT-#6301: Simplify usage of algebra operators to define custom functions
- Add support for read_csv' `lineterminator` parameter
- BUG: `.merge(how="left", ...)` produces inconsistent frame if the left frame has at least one empty partition
- FIX-#6287: Fix handling of numpy array_function
- BUG: modin.numpy is not fully compatible with `BaseOnPython` query compiler
- BUG: groupby rolling and ewm methods return pandas objects instead of modin.pandas objects
- modin on ray on aws glue performance disappoints
- TEST: Add more comprehensive testing for series groupby with as_index=False and fix resulting bugs
- BUG: series groupby cumsum with as_index=False returns dataframe instead of series
- Docs
- Python not yet supported