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
- groupby -> apply -> to_numpy() adds an extra dimension
- PERF: MinPartitionSize default should be set to 1 for performance
- Missing values in df resulting in TypeError
- modin.DataFrame crashes pandas.get_dummies - ValueError: The truth value of a DataFrame is ambiguous
- Need to be able to catch and parse RayTaskErrors
- Test `df.apply` parameters `"reduce"` and `"broadcast"`
- ModuleNotFoundError when running modin with dask in AWS environment
- Performance: .isin lookups slower than Pandas
- sqlite3.OperationalError: database is locked
- Make `storage_formats` independent from a concrete storage format
- Docs
- Python not yet supported