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 creates new partition if we add new column to dataframe
- BUG: modin.pandas.concat wrangles types; differs from pandas.concat
- Metrics interface for collecting modin frontend telemetry
- BUG: modin.pandas.read_csv: "FileNotFoundError: [Errno 2] No such file or directory"
- BUG: can't use list of tuples of select multiple columns when columns are multiindex
- BUG: jupyter loading of serialized modin objects from ray tasks converts to pandas objects
- FEAT: Add extensions accessors for `DataFrameGroupBy`, `Resample`, and other accessor objects
- Improve the user facing DataFrame and Series constructor by hide the query_compiler parameter
- BUG: `Dataframe.astype(...)` Fails With `'bool' object has no attribute 'all'`
- BUG: [RAY] ray initialisation sets _memory and object_store_memory to the same value, leading to crashes and less flexibility
- Docs
- Python not yet supported