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
- Modin df becomes pandas df when sent to a ray remote. How can I stop it doing that?
- BUG: Expressions combining `.loc[]` and `.fillna()` causes inconsistencies with Pandas
- BUG: `groupby()` and `max()` lead to inconsistencies with Pandas
- BUG: `groupby().agg(<constant>)` lead to inconsistencies with Pandas
- BUG: query compiler costing functions should be parametrized by backend, not by query compiler class
- BUG: .groupby('a').transform('size') returns dataframe, not series
- CI is broken due to MPI install issue
- BUG: SeriesGroupBy.diff() raises TypeError for datetime64[ns] column with Pandas backend
- DO NOT MERGE - WIP - NativeQueryCompiler performance improvements
- BUG: modin.pandas.eval() does not work at all
- Docs
- Python not yet supported