Pipefunc

✨ Enhancements

- Allow multiple leaf nodes in `NestedPipeFunc` ([696](https://github.com/pipefunc/pipefunc/pull/696))
- Allow scoped `PipeFunc`s inside `NestedPipeFunc` ([692](https://github.com/pipefunc/pipefunc/pull/692))
- Allow returning multiple outputs in `Pipeline.run` ([694](https://github.com/pipefunc/pipefunc/pull/694))

🐛 Bug Fixes

- Fix `NestedPipeFunc.output_annotation` to handle renamed outputs with scopes ([695](https://github.com/pipefunc/pipefunc/pull/695))

🧹 Maintenance

- Add `uv run` shebang to `get-notebooks.py` ([691](https://github.com/pipefunc/pipefunc/pull/691))

🧪 Testing

- Skip flaky `test_pipeline_with_heterogeneous_executor` on nogil ([690](https://github.com/pipefunc/pipefunc/pull/690))
- Skip test_parallel_memory_storage on 3.13 ([689](https://github.com/pipefunc/pipefunc/pull/689))
- Actually test `NestedPipeFunc` with `SlurmExecutor` ([687](https://github.com/pipefunc/pipefunc/pull/687))

📊 Stats

- `.md`: +13 lines, -23 lines
- `.py`: +345 lines, -62 lines
- `.toml`: +1 lines, -0 lines

🐛 Bug Fixes

- Fix missing `resources_scope` in `NestedPipeFunc` ([686](https://github.com/pipefunc/pipefunc/pull/686))

📚 Documentation

- Update `CHANGELOG.md` until v0.59.0 ([684](https://github.com/pipefunc/pipefunc/pull/684))

📊 Stats

- `.py`: +50 lines, -4 lines
- `.md`: +113 lines, -10 lines

✨ Enhancements

- Add `ResultDict.to_dataframe()` ([681](https://github.com/pipefunc/pipefunc/pull/681))

🧹 Maintenance

- Pin bokeh<3.7 ([682](https://github.com/pipefunc/pipefunc/pull/682))

🤖 CI

- Use `uv build` for PyPI releases ([680](https://github.com/pipefunc/pipefunc/pull/680))

📊 Stats

- `.yml`: +5 lines, -12 lines
- `.py`: +80 lines, -2 lines
- `.toml`: +1 lines, -1 lines

🔄 Pre-commit

- [pre-commit.ci] pre-commit autoupdate ([676](https://github.com/pipefunc/pipefunc/pull/676))

📦 Dependencies

- ⬆️ Pin python to 3.13.2 ([677](https://github.com/pipefunc/pipefunc/pull/677))

🧪 Testing

- Speedup tests ([675](https://github.com/pipefunc/pipefunc/pull/675))

✨ Enhancements

- Select default initially in `VariantPipeline` selection widget ([674](https://github.com/pipefunc/pipefunc/pull/674))

📊 Stats

- `.yml`: +2 lines, -2 lines
- `.yaml`: +2 lines, -2 lines
- `.py`: +128 lines, -23 lines

🧪 Testing

- Add `scheduling_strategy="eager"` benchmarks ([669](https://github.com/pipefunc/pipefunc/pull/669))

✨ Enhancements

- Allow multiple variant groups per `PipeFunc` (breaking change) ([673](https://github.com/pipefunc/pipefunc/pull/673))

📊 Stats

- `.md`: +11 lines, -11 lines
- `.py`: +414 lines, -171 lines

🐛 Bug Fixes

- Prefix the SLURM job names with `executor.name` ([671](https://github.com/pipefunc/pipefunc/pull/671))

📊 Stats

- `.py`: +9 lines, -4 lines