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
- 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
- BUG: outofmemory read from big file and dump to a new one
- Possible issue with `dropna(how="all")` not deleting data from partition on ray.
- modin with ray engine hang
- BUG: groupby().apply() raise numpy ValueError when Series has multi index
- merge not supported
- BUG: Series.compare with differently named series raises ValueError, but should not
- Poor performance of df.insert and df.to_parquet
- Push computation to query compiler for Series.corr
- Docs
- Python not yet supported