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
- Use `enum` instead of a string value for a query compiler's shape hint
- BUG: `df.astype` alters df to let `df.resample(...).aggregate(...)` fail with KeyError
- [REFACTOR] Move the logic of dtypes determination for binary operations from API layer to the algebra layer
- BUG: FileNotFoundError on read_csv method with url argument
- BUG: Modin broadcasts incorrectly when doing binary ops on a series and df
- `dataframe.filter` doesn't preserve columns/rows order
- read_csv doesn't raise exceptions when partitions have different amount of fields
- Add support for read_csv' `dialect` option, to work in a distributed way.
- Use Ray design patterns and avoid anti-patterns
- BUG: modin.pandas raises dask error
- Docs
- Python not yet supported