Starstruk Logo MarkStarstruk

py-1.43.1

ibnaleem/gosearchpy-1.43.1Jul 27, 2026by github-actions[bot]

AI Summary

This Python Polars library release focuses on performance optimizations, bug fixes for join operations and SQL aggregates, and documentation updates regarding cloud and on-prem deployments.

Key Highlights

  • Optimized not(bool_f) to not_bool_f for improved performance.
  • Fixed panics on self-joins of scan_delta and scan_iceberg.
  • Fixed SQL NOT IN interaction with NULL values and joins.
  • Documentation updated for Polars Cloud and On-Prem user guides.

New Features

  • Optimization of not(bool_f) to not_bool_f.
  • Callback sinks support on cloud.
  • Hive partition extraction function made public.
  • Bumped ruff and mypy package versions.

Full Release Notes

## 🚀 Performance improvements

- Optimize not(bool\_f) to not\_bool\_f (#28474)

## ✨ Enhancements

- Allow callback sinks on cloud (#28458)

## 🐞 Bug fixes

- Fix panic on self join of scan\_delta / scan\_iceberg (#28468)
- Fix UB on first/last\_non\_null with empty chunk (#28495)
- Do not CSE non-column height expr on streaming engine (#28480)
- Propagate adjusted sortedness through Gather (#28493)
- Deduplicate the expression equality checks (#28483)
- Address 3VL issue with SQL `NOT IN` interaction with `NULL` values and joins (#28484)
- Use total comparison in Expr literal values (#28482)
- Ensure SQL `SUM` and `CORR` aggregates return NULL for all-null inputs, add `TOTAL` (#28475)
- Share `null_count_dtype` helper between Delta and Iceberg, fixing `SchemaError` (#28479)
- Remove non-output columns from the equi-join and semi/anti-join operators (#28446)
- Fix dropped slice on multiple unions (#28477)
- Fix in-memory engine incorrect slice on maintain order join (#28478)
- Check join schema by position (#28455)
- Block predicate pushdown past overwritten window keys (#28429)

## 📖 Documentation

- Update and restructure README (#28490)
- Minor fixes to Spark migration guide (#27730)
- Relocate Polars Cloud \& On-Prem User Guide (#28462)
- Add notes on k8s operator (#28445)

## 🛠️ Other improvements

- Make hive\_part extraction a function and public (#28507)
- Deduplicate the expression equality checks (#28483)
- Bump `ruff` and `mypy` package versions (#28456)
- Fix flaky test (#28454)

Thank you to all our contributors for making this release possible!
@AnirudhRahul, @EndPositive, @Jesse-Bakker, @alexander-beedie, @carnarez, @dancsi, @mdroogh, @mroeschke, @nameexhaustion, @nchammas, @orlp, @r-brink and @ritchie46