polars
https://github.com/pola-rs/polars
Rust
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
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- Issues
- feat(python): Add frame-level `all_horizontal` / `any_horizontal`
- scan_parquet panics when file is bigger than 2^32 but materialized query isn't. duckdb and pyarrow can do query.
- feat(rust,python): Add quantiles method to expression list namespace
- Combination of `when-then` statement with `over` and `mapping_strategy="join"` runs forever
- Compile error when using code coverage tools
- OOM for lazy sorting data (lazy, streaming, sort)
- Add `weekday` argument to `Expr.dt.replace`
- UnicodeDecodeError: 'charmap' codec can't decode byte 0x98 in position 920533617: character maps to <undefined>
- Casting lazy frame columns cause type mismatch when collecting/writing
- feat: Add mermaid output to `show_graph`
- Docs
- Rust not yet supported