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
- PERF: Reduce excessive memory usage in Ray
- docs: fix typos and style (macOS, conda-forge, combinations); update conda example; remove NBSP
- docs: add cross-links for query compilation and explain 'broadcast'
- BUG: series with tuple name has a column multiindex in internal pandas frame
- BUG: Data types reading from csv file differ from those of Pandas
- 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
- Docs
- Python not yet supported