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
- Push computation to query compiler for Series.corr
- Using decorators makes the profile confusing with a lot of circular dependencies.
- Should `ModinDataframe` be a parent of `PandasDataframe`?
- BUG: Series + DataFrame result is different object type depending on order of operands
- Remove Series.dt.to_timestamp
- Find a way to limit parallelism for tasks running in parallel for different engines
- Wrong dtypes after `merge` op
- Recheck that all methods with `numeric_only=True` works correctly
- Possibility of `unique` function optimization
- aggregation operations not working with many groups
- Docs
- Python not yet supported