polars
https://github.com/pola-rs/polars
Rust
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
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- Issues
- perf: fast path to generate group idxs for vanilla int_range in group_by_dynamic
- Issue with lazy frames reading from s3 in long running process
- refactor(python): Split file of lazyframe methods
- Allow loading lists of variable-length numpy arrays into polars dataframe
- Errors in scan_delta and write_delta with nested struct schema evolution (aka adding new field)
- Imperfect behavior with `scan_csv()` on `zstd` compressed file with `new_columns` param
- Inconsistent type casting of `datetime` in functions on `List` column
- Add to clickbench Rust Polars use
- LazyFrame sort in batch only
- Feature request: Use multithreading for simple operations on larger dfs
- Docs
- Rust not yet supported