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.groupby() and groupby().sum() significantly slower than stock Pandas
- Function for explicit initialization of modin
- `ExcelFile.parse`
- Add implementations for DataFrame Algebra.
- to_dict Implementation for Series and Dataframe
- df.loc does not work as expected
- Parallel data ingest can fail on malformed data if splitting is unfortunate
- [ASV] add plot benchmark
- Zero-copy (besides deserialization) to_numpy on Ray
- Worker Scaling
- Docs
- Python not yet supported