Changelog

Contents

Changelog#

These release notes are automatically generated from commits and GitHub issues and PRs. If it is out of date, please run

GITHUB_TOKEN=$(gh auth token) uv run .github/generate-release-notes.py

v0.85.2 (2025-07-15)#

✨ Enhancements#

More comprehensive default value comparison with is_equal (#860)

🐛 Bug Fixes#

Consistently return None if error happens in _is_equal (#863)

📚 Documentation#

Add pipefunc.helpers.launch_maps to docs (#862)

📊 Stats#

.md: +78 lines, -0 lines
.py: +145 lines, -63 lines

v0.85.1 (2025-07-10)#

🐛 Bug Fixes#

Cast to bool to prevent issues with custom equality methods (#859)
FIX Pipeline.update_defaults with inputs that do not support eq (#857)

✨ Enhancements#

Allow comparing pandas.DataFrames (#858)

📊 Stats#

.py: +71 lines, -2 lines

v0.85.0 (2025-07-08)#

✨ Enhancements#

Add pipeline.update_mapspec_axes (#855)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#853)

📊 Stats#

.yaml: +1 lines, -1 lines
.py: +92 lines, -0 lines

v0.84.0 (2025-07-02)#

✨ Enhancements#

Keep ErrorSnapshot even when parallel (#813)
Add validation for inputs parameters to gather_maps (#847)

🐛 Bug Fixes#

Rename kwargs when creating ErrorSnapshot (#851)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#848)
[pre-commit.ci] pre-commit autoupdate (#845)

📚 Documentation#

Measure overhead of Pipeline.run (#850)
Ensure that gather_maps and launch_maps are in the documentation (#846)

🧹 Maintenance#

Set orient="TB" and auto group args in plotting widget (#849)

📊 Stats#

.py: +352 lines, -126 lines
.yaml: +3 lines, -3 lines
.yml: +4 lines, -4 lines
.md: +49 lines, -5 lines
.toml: +4 lines, -1 lines

v0.83.0 (2025-06-20)#

🧹 Maintenance#

Add typed handle_pipefunc_error function (#844)
Move ErrorSnapshot to exceptions.py (#843)

✨ Enhancements#

Add info about unresolved variants when VariantPipeline.__getattr__ raises an AttributeError (#841)
Allow for a scope-keyed nested dictionary as update_defaults input (#840)

🤖 CI#

Fix labels in .github/update-environment.py script (#839)

🧪 Testing#

Update tests to new adaptive-scheduler (#838)

📚 Documentation#

Add documentation about “Splitting a map into Multiple Jobs” (#837)
Update CHANGELOG.md until v0.82.4 (#836)

📊 Stats#

.py: +345 lines, -131 lines
.md: +417 lines, -0 lines
.yml: +0 lines, -6 lines

v0.82.4 (2025-06-19)#

✨ Enhancements#

Allow setting size_per_learner for resources_scope == "map" (#835)

📊 Stats#

.py: +3 lines, -3 lines

v0.82.3 (2025-06-19)#

✨ Enhancements#

Better clearing of the SlurmExecutor dicts (#834)

📊 Stats#

.py: +64 lines, -13 lines

v0.82.2 (2025-06-19)#

🐛 Bug Fixes#

Ensure executor_type is not None (#833)

📊 Stats#

.py: +11 lines, -1 lines

v0.82.1 (2025-06-19)#

🐛 Bug Fixes#

Fix xarray conversion case where index is not hashable (#832)
Fix constructing xarray.Dataset when dims don’t match (#831)

✨ Enhancements#

Validate inputs to launch_maps and gather_maps (#830)

📊 Stats#

.py: +240 lines, -25 lines

v0.82.0 (2025-06-18)#

✨ Enhancements#

Add support for suppressing runtime error logs in PipeFunc and Pipeline classes (#827)
Add max_completed_tabs for OutputTabs (#824)
Track status in tabs of OutputTabs widget (#821)

🧹 Maintenance#

Create OutputTabs in the main thread instead of in async context (#829)

🐛 Bug Fixes#

Workaround for VS Code ipywidgets issue (#828)
pipeline.subpipeline handles optional inputs as required when validating new root args (#826)

📚 Documentation#

FastMCP is pip-only (#823)
Include MCP in docs build (#822)

📊 Stats#

.py: +359 lines, -51 lines
.yml: +6 lines, -0 lines

v0.81.0 (2025-06-13)#

✨ Enhancements#

Add widget for running multiple maps (#819)
Add gather_maps to start multiple Pipeline.map_async instances (#818)
Add Pipeline.map_async(..., display_widgets=False) argument (#817)
Add Pipeline.map_async(..., start=False) option (#816)

📦 Dependencies#

⬆️ Update python to v3.13.5 (#814)

📊 Stats#

.py: +334 lines, -34 lines
.yml: +1 lines, -1 lines
.yaml: +1 lines, -1 lines

v0.80.2 (2025-06-12)#

✨ Enhancements#

Allow setting executor_type for SlurmExecutor (#812)

📊 Stats#

.py: +47 lines, -3 lines

v0.80.1 (2025-06-10)#

🐛 Bug Fixes#

Only auto-wrap in FileArray if resource_scope="element" (#809)

📊 Stats#

.py: +2 lines, -2 lines

v0.80.0 (2025-06-10)#

✨ Enhancements#

Automatically wrap data in FileArray or FileValue (#795)

📊 Stats#

.py: +91 lines, -0 lines

v0.79.0 (2025-06-09)#

✨ Enhancements#

Add load_outputs to MCP (#808)
Add list_historical_runs to MCP server (#807)
Add get run_info for MCP (#806)
Improve MCP instructions (#805)
Allow submitting async jobs with MCP (#801)
Add headless progressbar (#802)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#796)

🐛 Bug Fixes#

Force 100% ANSI in MCP autogenerated docs (#803)

🧹 Maintenance#

Rename input to inputs for MCP (#800)

📊 Stats#

.yaml: +2 lines, -2 lines
.py: +1339 lines, -238 lines

v0.78.0 (2025-06-06)#

✨ Enhancements#

Automatically generate an MCP tool for pipelines (#798)
Dynamically set the width of the description in the progress bar (#799)

📦 Dependencies#

⬆️ Update python to v3.13.4 (#797)

📊 Stats#

.yml: +1 lines, -1 lines
.yaml: +1 lines, -1 lines
.md: +9 lines, -0 lines
.py: +568 lines, -4 lines
.toml: +2 lines, -1 lines

v0.77.3 (2025-05-29)#

✨ Enhancements#

Use chunksize=1 for SlurmExecutor when auto-chunking (#794)

📊 Stats#

.py: +10 lines, -7 lines

v0.77.2 (2025-05-29)#

🐛 Bug Fixes#

Ensure that progress bar is displayed for "eager" scheduling (#793)

🧹 Maintenance#

Refactor IPyWidgetsProgressTracker (#792)

📚 Documentation#

Use sharp peak in adaptive docs (#790)

📊 Stats#

.md: +6 lines, -6 lines
.py: +129 lines, -83 lines

v0.77.1 (2025-05-28)#

✨ Enhancements#

Show progress for auto-CLI (#789)

🐛 Bug Fixes#

Do not show_progress for Adaptive (#788)

🧹 Maintenance#

Fix type annotation of Pipeline.info() (#787)

📊 Stats#

.py: +5 lines, -5 lines

v0.77.0 (2025-05-27)#

✨ Enhancements#

Implement a rich version of ProgressTracker (#785)
Add support for additional Executor classes (#786)
Automatically show progress bar if show_progress=None if possible (#783)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#784)
[pre-commit.ci] pre-commit autoupdate (#782)

🧪 Testing#

Use nox for testing (#781)

🐛 Bug Fixes#

Rename container CSS property to less generic progress-vbox (#780)

📊 Stats#

.py: +949 lines, -59 lines
.yml: +2 lines, -26 lines
.yaml: +1 lines, -1 lines
.md: +1 lines, -0 lines
.ipynb: +1 lines, -0 lines
.py}: +97 lines, -147 lines

v0.76.0 (2025-05-13)#

🐛 Bug Fixes#

Fix ref._evaluate on Python 3.12 Linux (#779)

🧹 Maintenance#

Fix pydantic deprecation and serialization warnings (#778)
Reduce the number of warnings in the tests (#777)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#773)

✨ Enhancements#

Automatically pick storage (if None) based on run_folder (#776)

📊 Stats#

.yaml: +1 lines, -1 lines
.py: +144 lines, -74 lines

v0.75.0 (2025-05-12)#

✨ Enhancements#

Add a slight pulse animation when progress bar reaches 100% (#775)
Apply slight animation with CSS on hover (#774)

📊 Stats#

.py: +44 lines, -11 lines

v0.74.0 (2025-05-12)#

✨ Enhancements#

Set background colors per scope in ProgressTracker widget (#772)
Use unique border colors different scopes for progress bars (#771)
Improved progress bar updating (#764)
Only show failed count if anything failed (#760)

🧹 Maintenance#

Remove --cov-fail-under=35 because not needed (codspeed doesn’t meet it) (#770)
Rename AsyncMapStatusWidget to AsyncTaskStatusWidget (#761)

🐛 Bug Fixes#

Improve displaying long names in progress bar widget (#769)
Allow chunksizes={"": None, ...} (#767)

📊 Stats#

.py: +191 lines, -91 lines
.toml: +0 lines, -1 lines

v0.73.0 (2025-05-09)#

✨ Enhancements#

Implement AsyncMapStatusWidget with ipyw.HTML instead of ipyw.Output (#759)
Add widget that shows task status when running pipeline.map_async (#755)

🐛 Bug Fixes#

Fix ProgressTracker for async failures (#758)

🧹 Maintenance#

Use Prepared in run_map_async (#757)
Rely on NamedTuple returned by prepare_run (#756)

📊 Stats#

.py: +888 lines, -64 lines

v0.72.0 (2025-05-07)#

✨ Enhancements#

Add FileValue and rename FileArray.from_array to FileArray.from_data (#749)
Add FileArray.from_array and allow to use it as input (#747)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#746)

📚 Documentation#

Add FileArray.from_array SLURM docs (#748)

📊 Stats#

.yaml: +1 lines, -1 lines
.md: +107 lines, -0 lines
.py: +212 lines, -62 lines

v0.71.0 (2025-05-02)#

📚 Documentation#

Fix type annotation in docs/source/examples/weather-simulation.md (#745)
Mention load_dataframe(run_folder) in docs (#744)
Update CHANGELOG.md until v0.70.0 (#741)

🧹 Maintenance#

Fix typos in code / doc-strings (#743)

✨ Enhancements#

Add load_dataframe(run_folder) (#742)

📊 Stats#

.md: +55 lines, -7 lines
.py: +59 lines, -21 lines

v0.70.0 (2025-05-01)#

📦 Dependencies#

⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.7.2 (#651)

✨ Enhancements#

Add type casting for result numpy.ndarrays using type annotations (#740)

📊 Stats#

.json: +1 lines, -1 lines
.py: +190 lines, -49 lines
other: +1 lines, -1 lines

v0.69.1 (2025-04-30)#

📚 Documentation#

Update CHANGELOG.md until v0.69.0 (#738)

🐛 Bug Fixes#

Use _ScopedIdentifier trick in PipeFunc.original_parameters (#739)

📊 Stats#

.md: +58 lines, -15 lines
.py: +71 lines, -5 lines

v0.69.0 (2025-04-30)#

✨ Enhancements#

Add PipeFunc.__signature__ (allows doubly wrapping PipeFunc) (#727)
Make output_name of NestedPipeFunc depend on the topological ordering (#735)
Ensure deterministic order in generations and Pipeline.sorted_functions (#736)
Make output_name of NestedPipeFunc depend on the topological ordering (84baccf)

🐛 Bug Fixes#

Fix NestedPipeFunc.parameter_annotations with renames (#737)
Fix creating NestedPipeFunc and binding a existing default (#734)

📦 Dependencies#

⬆️ Update astral-sh/setup-uv action to v6 (#732)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#733)
[pre-commit.ci] pre-commit autoupdate (#731)
[pre-commit.ci] pre-commit autoupdate (#730)

📚 Documentation#

Update CHANGELOG.md until v0.68.0 (#729)

📊 Stats#

.yml: +3 lines, -3 lines
.yaml: +1 lines, -1 lines
.md: +93 lines, -10 lines
.py: +468 lines, -10 lines

v0.68.0 (2025-04-11)#

Closed Issues#

Running in parallel when some inputs can’t be pickled (#726)
Difficulties renaming existing pipefunc (#723)
Allowing debugging of intermediate results when pipeline fails midway (#722)
Allowing DFS parallelization in .map (#721)
Make results numpy array optional (#472)

🐛 Bug Fixes#

Fix single size pandas.DataFrame (#716)
Fix 2 ND elements in xarray issues (#728)
Display mapspec index in grouped Graphviz nodes (#719)

✨ Enhancements#

Add load_all_outputs (#725)

📦 Dependencies#

⬆️ Update python to v3.13.3 (#714)

📊 Stats#

.yml: +1 lines, -1 lines
.yaml: +1 lines, -1 lines
.py: +196 lines, -11 lines

v0.67.0 (2025-04-10)#

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#679)

✨ Enhancements#

Allow adding ND axis with add_mapspec_axis (#717)

🤖 CI#

Set fetch-depth: 0 (#713)

📊 Stats#

.py: +127 lines, -5 lines
.yml: +2 lines, -0 lines
.yaml: +1 lines, -1 lines
.md: +44 lines, -0 lines

v0.66.0 (2025-04-08)#

🧹 Maintenance#

Refactor prepare_run return type (#712)

✨ Enhancements#

Allow providing single output_name of tuple in executor, storage, chunksizes (#711)

📊 Stats#

.py: +150 lines, -48 lines

v0.65.1 (2025-04-08)#

🐛 Bug Fixes#

Fix that NestedPipeFunc.copy preserves cache (#710)

📊 Stats#

.py: +78 lines, -2 lines

v0.65.0 (2025-04-08)#

✨ Enhancements#

Add Group Args to visualize_graphviz_widget (#709)
Add orient widget to visualize_graphviz_widget (#708)

📚 Documentation#

Update CHANGELOG.md until v0.64.0 (#707)

📊 Stats#

.md: +22 lines, -0 lines
.py: +86 lines, -21 lines

v0.64.0 (2025-04-08)#

✨ Enhancements#

Add “show default args” and collapsable scopes to widget (#706)
Allow hiding nodes with default values (#703)

🧹 Maintenance#

Pin numcodecs<0.16.0 (#704)

📚 Documentation#

Update CHANGELOG.md until v0.63.0 (#702)

📊 Stats#

.py: +360 lines, -23 lines
.md: +45 lines, -0 lines
.yml: +4 lines, -2 lines
.toml: +2 lines, -2 lines

v0.63.0 (2025-04-04)#

✨ Enhancements#

Group parameters that are used by a single PipeFunc in visualize_graphviz (#700)

🧪 Testing#

Test with tmp_path and always specify parallel and storage explicitly (#701)

📊 Stats#

.py: +467 lines, -159 lines

v0.62.0 (2025-04-03)#

✨ Enhancements#

Allow collapsing scopes in Graphviz visualization (#693)

📊 Stats#

.py: +348 lines, -12 lines

v0.61.0 (2025-04-01)#

✨ Enhancements#

Add Pipeline.run(..., allow_unused=True) (#698)

🧹 Maintenance#

Unpin bokeh<3.7 (#685)

📚 Documentation#

Update CHANGELOG.md until v0.60.0 (#697)

📊 Stats#

.py: +26 lines, -3 lines
.md: +55 lines, -0 lines
.yml: +4 lines, -4 lines
.toml: +2 lines, -1 lines

v0.60.0 (2025-03-28)#

✨ Enhancements#

Allow multiple leaf nodes in NestedPipeFunc (#696)
Allow scoped PipeFuncs inside NestedPipeFunc (#692)
Allow returning multiple outputs in Pipeline.run (#694)

🐛 Bug Fixes#

Fix NestedPipeFunc.output_annotation to handle renamed outputs with scopes (#695)

🧹 Maintenance#

Add uv run shebang to get-notebooks.py (#691)

🧪 Testing#

Skip flaky test_pipeline_with_heterogeneous_executor on nogil (#690)
Skip test_parallel_memory_storage on 3.13 (#689)
Actually test NestedPipeFunc with SlurmExecutor (#687)

📊 Stats#

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

v0.59.1 (2025-03-19)#

🐛 Bug Fixes#

Fix missing resources_scope in NestedPipeFunc (#686)

📚 Documentation#

Update CHANGELOG.md until v0.59.0 (#684)

📊 Stats#

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

v0.59.0 (2025-03-18)#

✨ Enhancements#

Add ResultDict.to_dataframe() (#681)

🧹 Maintenance#

Pin bokeh<3.7 (#682)

🤖 CI#

Use uv build for PyPI releases (#680)

📊 Stats#

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

v0.58.1 (2025-03-11)#

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#676)

📦 Dependencies#

⬆️ Pin python to 3.13.2 (#677)

🧪 Testing#

Speedup tests (#675)

✨ Enhancements#

Select default initially in VariantPipeline selection widget (#674)

📊 Stats#

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

v0.58.0 (2025-03-06)#

🧪 Testing#

Add scheduling_strategy="eager" benchmarks (#669)

✨ Enhancements#

Allow multiple variant groups per PipeFunc (breaking change) (#673)

📊 Stats#

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

v0.57.2 (2025-03-05)#

🐛 Bug Fixes#

Prefix the SLURM job names with executor.name (#671)

📊 Stats#

.py: +9 lines, -4 lines

v0.57.1 (2025-03-05)#

🐛 Bug Fixes#

Fix progress bar for chunksize>1 (#668)
Fix deepcopy/serialization for Pipeline with shared cache (#657)
FIX ResultDict.to_xarray when no inputs (#667)
Prevent ZeroDivisionError in auto-chunks (#666)

🧪 Testing#

Add auto_subpipeline test (#661)

📚 Documentation#

Update CHANGELOG.md until v0.57.0 (#664)

📊 Stats#

.md: +60 lines, -1 lines
.py: +296 lines, -38 lines

v0.57.0 (2025-03-04)#

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#660)

✨ Enhancements#

Add ResultDict.to_xarray (#656)
Add pipeline.map_async(..., scheduling_strategy="eager") (#662)
Eager execution of graph, adds pipeline.map(..., scheduling_strategy="eager") (#659)

📊 Stats#

.py: +1527 lines, -15 lines
.yaml: +1 lines, -1 lines

v0.56.0 (2025-03-01)#

✨ Enhancements#

Add option to pipeline.map(..., return_results=False) (#626)
Simplify dynamic shape setting (do not rely on result_array) (#652)

🐛 Bug Fixes#

Fix DictArray with internal_shape who’s entries have an additional dimension (#654)
Fix persist and load DictArray and SharedMemoryDictArray (#653)

📊 Stats#

.py: +527 lines, -145 lines

v0.55.2 (2025-02-24)#

🐛 Bug Fixes#

Deal with defaults in the CLI that are not set (#650)

📊 Stats#

.md: +6 lines, -0 lines
.py: +16 lines, -2 lines

v0.55.1 (2025-02-24)#

🐛 Bug Fixes#

Fix CLI with None default (#649)

📚 Documentation#

Update CHANGELOG.md until v0.55.0 (#648)

📊 Stats#

.py: +80 lines, -34 lines
.md: +56 lines, -0 lines

v0.55.0 (2025-02-24)#

📦 Dependencies#

⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.6.2 (#633)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#646)

🧹 Maintenance#

Add rich-argparse to extras (#645)

📚 Documentation#

Fix Xarray CSS in dark mode for sphinx-book-theme (#372)
Add real outputs to the CLI docs (#647)
Add CLI concepts page (#642)

✨ Enhancements#

Add docs subcommand to CLI (#644)
Add Pipeline.cli() that automatically generates a CLI (#607)
Add Pipeline.pydantic_model (#609)

🐛 Bug Fixes#

Extract type annotation for classmethod (#641)

📊 Stats#

.json: +1 lines, -1 lines
.py: +1090 lines, -15 lines
.yaml: +1 lines, -1 lines
.yml: +12 lines, -8 lines
.css: +15 lines, -0 lines
.md: +261 lines, -0 lines
.toml: +6 lines, -4 lines
other: +1 lines, -1 lines

v0.54.1 (2025-02-17)#

✨ Enhancements#

Add support for SlurmExecutor in get_ncores (#640)

📚 Documentation#

Update CHANGELOG.md until v0.54.0 (#639)

📊 Stats#

.md: +70 lines, -0 lines
.py: +7 lines, -0 lines

v0.54.0 (2025-02-17)#

🐛 Bug Fixes#

Fix correct number of SLURM jobs for both resources_scope options (#638)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#637)

✨ Enhancements#

Allow setting permissions in DiskCache (#636)

📊 Stats#

.yaml: +2 lines, -2 lines
.py: +114 lines, -8 lines

v0.53.3 (2025-02-06)#

🐛 Bug Fixes#

Fix data loading with dynamic shapes (#635)

📊 Stats#

.py: +20 lines, -10 lines

v0.53.2 (2025-02-05)#

🐛 Bug Fixes#

Fix ND mapspec with multiple outputs and internal_shape (#634)

📊 Stats#

.py: +30 lines, -2 lines

v0.53.1 (2025-02-05)#

Closed Issues#

Stateful callable output caching (#510)

📦 Dependencies#

⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.5.27 (#564)

✨ Enhancements#

Raise more informative error when unknown variant selected (#632)

📚 Documentation#

Enable Plausible analytics (#631)
Explain alternative SLURM method (#630)
Add SLURM tutorial (#629)
Fix links in documentation (#625)
Update CHANGELOG.md until v0.53.0 (#624)
Add page about caching (#623)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#628)

📊 Stats#

.yaml: +1 lines, -1 lines
.md: +736 lines, -81 lines
.py: +12 lines, -4 lines
.ipynb: +1 lines, -1 lines
other: +1 lines, -1 lines

v0.53.0 (2025-01-31)#

✨ Enhancements#

Include __pipefunc_hash__ of function to determine the cache key (#515)
Allow custom class with __call__ (#619)
Implement NestedPipeFunc.parameter_annotations (#621)
Implement Pipeline.parameter_annotations and Pipeline.output_annotations (#622)

🐛 Bug Fixes#

Fix defaults and positional args (#620)

🧹 Maintenance#

Set zarr>=2,<3 in [extras] (#618)

📊 Stats#

.py: +195 lines, -32 lines
.toml: +1 lines, -1 lines

v0.52.1 (2025-01-30)#

🐛 Bug Fixes#

Fix pipefunc import with Zarr v3 (which is currently incompatible) (#617)

📊 Stats#

.py: +5 lines, -1 lines

v0.52.0 (2025-01-30)#

✨ Enhancements#

Make Pipeline.validate() public (#616)
Add __repr__ to Storage classes (#614)

📚 Documentation#

Update release notes up to v0.51.4 (#613)

📊 Stats#

.md: +60 lines, -0 lines
.py: +53 lines, -10 lines

v0.51.4 (2025-01-28)#

🐛 Bug Fixes#

Fix unresolved shape in ≥2D arrays (#612)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#608)

📊 Stats#

.yaml: +1 lines, -1 lines
.py: +87 lines, -5 lines

v0.51.3 (2025-01-27)#

✨ Enhancements#

Raise an appropriate error when returning different shapes with internal_shapes (#610)

🐛 Bug Fixes#

Fix 1 sized internal_shapes (#611)

📊 Stats#

.py: +58 lines, -5 lines

v0.51.2 (2025-01-26)#

🧹 Maintenance#

Fix dependency name in [extras] (matplotlib-base is conda name) (#606)

📚 Documentation#

Fix URLs linking to examples (#604)

📊 Stats#

.py: +1 lines, -1 lines
.ipynb: +12 lines, -7 lines
.toml: +1 lines, -1 lines

v0.51.1 (2025-01-25)#

🧹 Maintenance#

Rename [extra] optional dependencies to [extras] to align with pipefunc-extras (#603)

📚 Documentation#

Update release notes up to 0.51.0 (#602)

📊 Stats#

.md: +51 lines, -0 lines
.toml: +2 lines, -2 lines

v0.51.0 (2025-01-24)#

✨ Enhancements#

Make Result a dataclass to avoid confusion with tuples (#601)
Return a ResultDict that limits __repr__ length in pipeline.map (#600)

📊 Stats#

.py: +73 lines, -31 lines

v0.50.4 (2025-01-24)#

🐛 Bug Fixes#

Fix case with SlurmExecutor.finalize() but nothing was submitted (#599)

✨ Enhancements#

Make AsyncMap a dataclass instead of NamedTuple (#598)

🤖 CI#

Do not allow FIX: prefix (#597)

📊 Stats#

.py: +7 lines, -3 lines
.json: +0 lines, -1 lines
.yml: +2 lines, -1 lines

v0.50.3 (2025-01-24)#

Closed Issues#

BUG: Profiling Pipeline.map only works with parallel=False (#547)

🐛 Bug Fixes#

Fix ZeroDivisionError in ProgressBar (#596)

✨ Enhancements#

Emit warning when profile=True and parallel=True (#594)
Allow setting custom colors in GraphViz graphs (#593)

📚 Documentation#

Release notes for 0.50.2 (#592)

📊 Stats#

.md: +18 lines, -0 lines
.py: +179 lines, -45 lines

v0.50.2 (2025-01-23)#

Closed Issues#

DOC: uv tip in tutorial.md is incorrect (#588)

🧹 Maintenance#

Add pipefunc[extra] optional dependencies to match pipefunc-extra on conda-forge (#591)

📚 Documentation#

Fix URL of tutorial in uv tip (#590)
Update release notes and improve generation script (#589)

📊 Stats#

.py: +38 lines, -8 lines
.md: +29 lines, -1 lines
.ipynb: +3 lines, -3 lines
.toml: +19 lines, -2 lines

v0.50.1 (2025-01-23)#

🐛 Bug Fixes#

Fix map over iterable with internal shape to xarray (#587)

🤖 CI#

Add PR title checking workflow (#586)

📚 Documentation#

Add CHANGELOG as a page to the documentation (#584)
Add example with ErrorSnapshot and Pipeline (#585)
Automatically generate CHANGELOG.md (#580)
Add get-notebooks.py to the docs (#582)

🧪 Testing#

Check that info for NestedPipeFunc has no absorbed intermediate outputs (#583)

📊 Stats#

.py: +405 lines, -0 lines
.json: +27 lines, -0 lines
.yml: +52 lines, -0 lines
.md: +1932 lines, -1 lines

v0.50.0 (2025-01-21)#

Closed Issues#

Automatically parse doc-strings to generate Pipeline docs (#562)
Create freeze button for scroll action in visualize_widget (#561)
Scoped pipelines cannot be nested (#374)

📚 Documentation#

Add get-notebooks.py script that downloads all notebooks and puts them in a folder (#581)
Add Raises section to Pipeline.update_scope’s docstring (#572)

✨ Enhancements#

Automatically generate documentation for Pipelines (#563)
Add literals of common storage options to map and map_async annotations (#575)

🧪 Testing#

Include pydantic in the micromamba testing environment.yaml (#579)
Fix tests/test_plotting.py::test_plotting_widget (#576)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#577)

📦 Dependencies#

⬆️ Update release-drafter/release-drafter action to v6.1.0 (#574)

📊 Stats#

.py: +1333 lines, -14 lines
.yaml: +2 lines, -2 lines
.yml: +8 lines, -0 lines
.md: +73 lines, -3 lines
.toml: +2 lines, -1 lines

v0.49.6 (2025-01-17)#

✨ Enhancements#

Raise an exception if scope was not added to anything (#571)

📊 Stats#

.py: +15 lines, -1 lines

v0.49.5 (2025-01-17)#

🐛 Bug Fixes#

Fix using Pipeline.arg_combinations to calculate root_args (#570)

📚 Documentation#

Fix admonition in example.ipynb (#569)
Rename uvtip -> try-notebook and use in example.ipynb (#568)
Use triple backticks around uv command (#567)
Add custom uvtip directive (#566)
Small fixes (#555)

📊 Stats#

.md: +70 lines, -85 lines
.py: +54 lines, -15 lines
.ipynb: +4 lines, -12 lines

v0.49.4 (2025-01-15)#

🐛 Bug Fixes#

Fix bound in NestedPipeFunc with scope and map (#560)

📚 Documentation#

Recommendations of order (#559)

📊 Stats#

.md: +7 lines, -1 lines
.ipynb: +1 lines, -0 lines
.py: +77 lines, -46 lines

v0.49.3 (2025-01-15)#

🐛 Bug Fixes#

Fix bound in NestedPipeFunc inside Pipeline (#557)

📊 Stats#

.py: +106 lines, -0 lines

v0.49.2 (2025-01-14)#

Closed Issues#

NestedPipeFunction in graph show wrong datatype (#487)

📚 Documentation#

Fix propagating defaults in NestedPipeFunc (#558)
Rename “Benchmarking” to “Overhead and Efficiency” (#553)
Add visualize() to basic-usage.md (#552)
Add opennb to all examples (#551)
Separate out examples into pages (#550)
Fix simple typo (#549)
Mention uv and opennb early in tutorial (#548)
Reoganize the docs into pages (#545)

✨ Enhancements#

Change the order in which keys appear in pipeline.info (#554)

📊 Stats#

.md}: +8 lines, -1 lines
.md: +2581 lines, -1351 lines
.py: +76 lines, -9 lines
.ipynb: +17 lines, -851 lines

v0.49.1 (2025-01-13)#

🐛 Bug Fixes#

Fix NestedPipeFunction in graph show wrong datatype (#546)

📚 Documentation#

Add a page about mapspec (#543)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#544)

📊 Stats#

.yaml: +1 lines, -1 lines
.yml: +1 lines, -0 lines
.py: +44 lines, -15 lines
.md: +442 lines, -0 lines
.toml: +1 lines, -0 lines

v0.49.0 (2025-01-13)#

✨ Enhancements#

Add a widget for VariantPipeline.visualize() and VariantPipeline._repr_mimebundle_ (#539)

📚 Documentation#

Add NestedPipeFunc section to example notebooks and move simplified_pipeline to FAQ (#542)
Fix method name of Pipeline.join in example notebook (#541)

📦 Dependencies#

⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.5.18 (#538)

📊 Stats#

.md: +85 lines, -0 lines
.ipynb: +98 lines, -164 lines
.py: +283 lines, -16 lines
other: +1 lines, -1 lines

v0.48.2 (2025-01-11)#

🐛 Bug Fixes#

Add more NestedPipeFunc tests and fix multiple outputs issue with them (#536)

📦 Dependencies#

⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.5.17 (#535)

🧪 Testing#

Add multiple outputs to benchmarks (#537)

📊 Stats#

.py: +378 lines, -4 lines
other: +1 lines, -1 lines

v0.48.1 (2025-01-10)#

Closed Issues#

Add pipeline variants (#517)

🐛 Bug Fixes#

Fix scope for NestedPipeFunc (#534)

🧹 Maintenance#

Extend .gitignore (#533)

📊 Stats#

.py: +75 lines, -5 lines
other: +6 lines, -0 lines

v0.48.0 (2025-01-10)#

Closed Issues#

allow setting names of NestedPipeFunc by hand (#195)

✨ Enhancements#

Add VariantPipelines.from_pipelines classmethod (#526)
Allow setting NestedPipeFunc(..., function_name="customname") (#532)

📊 Stats#

.md: +2 lines, -0 lines
.py: +269 lines, -8 lines

v0.47.3 (2025-01-10)#

🐛 Bug Fixes#

Fix combine_mapspecs in NestedPipeFunc (#531)

📊 Stats#

.py: +10 lines, -7 lines

v0.47.2 (2025-01-10)#

🐛 Bug Fixes#

Set internal_shape for NestedPipeFunc (#530)
Fix error message about using map_async with Slurm (#528)
Fix case where bound and default are set for same parameter (#525)

🤖 CI#

Set timeout-minutes: 10 in pytest jobs to prevent stuck 6 hour jobs (#529)

📚 Documentation#

Fix FAQ VariantPipeline example (#524)

📊 Stats#

.yml: +2 lines, -0 lines
.md: +2 lines, -3 lines
.py: +75 lines, -2 lines

v0.47.1 (2025-01-09)#

📚 Documentation#

Add example with non-unique variant names across PipeFuncs (#520)

🧹 Maintenance#

Pin zarr>=2,<3 (#521)

📊 Stats#

.yml: +2 lines, -2 lines
.md: +7 lines, -1 lines
.toml: +1 lines, -1 lines

v0.47.0 (2025-01-09)#

Closed Issues#

Aggregating function outputs into a dict? (#456)

✨ Enhancements#

Add VariantPipeline that can generate multiple Pipeline variants (#518)
Add auto-chunksize heuristic (#505)

📝 Other#

Use Python 3.13 in CI where possible (#519)
Update Discord invite link README.md (#509)

📦 Dependencies#

⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.5.16 (#516)
⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.5.15 (#514)
⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.5.14 (#511)
⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.5.13 (#508)
⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.5.12 (#507)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#512)
[pre-commit.ci] pre-commit autoupdate (#504)

📚 Documentation#

Update number of required dependencies in README.md (#506)
Autoformat Markdown in FAQ and README (#503)
Add comparison with Snakemake (#501)

🤖 CI#

Revert pull_request_target: (#500)

📊 Stats#

.py: +1196 lines, -49 lines
.yml: +4 lines, -4 lines
.yaml: +2 lines, -2 lines
.md: +201 lines, -63 lines
other: +1 lines, -1 lines

v0.46.0 (2024-12-23)#

Closed Issues#

Proposal: Reduce Pipeline.map’s IPC overhead with chunking (#484)

🧪 Testing#

Explicitly set reason in skipif (#499)
Skip shared memory test in CI on nogil Python (3.13t) (#498)

✨ Enhancements#

Allow providing an int to chunksizes (#497)
Add chunksizes argument to Pipeline.map and Pipeline.map_async (#493)

🤖 CI#

Revert pull_request_target: for CodSpeed (#495)
Use pull_request_target: to trigger CI on fork (#494)

📚 Documentation#

Mention HPC vs cloud based running (#492)
How is this different from Dask, AiiDA, Luigi, Prefect, Kedro, Apache Airflow, etc.? (#491)
Add Discord shield (#490)

📊 Stats#

.yml: +2 lines, -2 lines
.md: +62 lines, -1 lines
.py: +172 lines, -8 lines

v0.45.0 (2024-12-21)#

Closed Issues#

Add helpers.getattr (#480)

✨ Enhancements#

Add size_per_learner for SlurmExecutor (#486)
Add helpers.get_attribute_factory (#481)

📦 Dependencies#

⬆️ Update astral-sh/setup-uv action to v5 (#483)
⬆️ Update ghcr.io/astral-sh/uv Docker tag to v0.5.11 (#482)

📚 Documentation#

Set Python version to 3.13 in README opennb example (#479)
Fix header level of “Dynamic Output Shapes and internal_shapes” (#478)
Small formatting fix in example in doc-string (#477)

📊 Stats#

.yml: +4 lines, -4 lines
.md: +1 lines, -1 lines
.ipynb: +1 lines, -1 lines
.py: +205 lines, -8 lines
.toml: +1 lines, -1 lines
other: +1 lines, -1 lines

v0.44.0 (2024-12-19)#

✨ Enhancements#

Add Pipeline._repr_mimebundle_ (#476)
Allow printing rich-formatted table with pipeline.info() (#475)
Automatically set internal_shape=("?", ...) (#463)
Add a .devcontainer for VS Code based on uv (#473)

📚 Documentation#

Update documentation about dynamic internal_shapes (#474)

📊 Stats#

.json: +43 lines, -0 lines
.py: +162 lines, -75 lines
.yml: +4 lines, -0 lines
.ipynb: +138 lines, -73 lines
.toml: +2 lines, -1 lines
other: +18 lines, -0 lines

v0.43.0 (2024-12-19)#

Closed Issues#

Allow internal_shapes to be input names (str) with simple expressions (#197)

✨ Enhancements#

Enable show_progress when using dynamic shapes (#471)
Automatically set internal_shape (#448)

📚 Documentation#

Add workaround for multiple returns with different sizes (#470)
Add opennb tip (#464)

🐛 Bug Fixes#

Fix case where there is no size (#467)
Ensure to resolve shapes for all arrays in _update_array and fix internal_shape calculation (#469)
Fix case where first dim is “?” (#466)
Fix autogenerated mapspec issue with mismatching dims check (#465)

📊 Stats#

.json: +21 lines, -0 lines
.md: +93 lines, -1 lines
.py: +868 lines, -140 lines
.toml: +2 lines, -3 lines

v0.42.1 (2024-12-17)#

🧪 Testing#

Use pytest-timeout plugin to prevent handing tests (#459)

✨ Enhancements#

Add Pipeline.info() that returns input and output info (#462)

📊 Stats#

.yml: +4 lines, -3 lines
.py: +47 lines, -0 lines
.toml: +3 lines, -1 lines

v0.42.0 (2024-12-16)#

✨ Enhancements#

Add pipefunc.helpers.collect_kwargs helper function (#457)
Allow pipeline.root_args(None) (default) that returns all inputs (#461)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#460)

📊 Stats#

.yaml: +1 lines, -1 lines
.md: +45 lines, -0 lines
.py: +134 lines, -3 lines

v0.41.3 (2024-12-13)#

🐛 Bug Fixes#

Only use the cache when cache=True instead of always in pipeline.map (#458)

📊 Stats#

.py: +12 lines, -6 lines

v0.41.2 (2024-12-11)#

🐛 Bug Fixes#

Fix internal_shapes coming from PipeFunc constructor and cleanup=False (#455)

📊 Stats#

.py: +31 lines, -1 lines

v0.41.1 (2024-12-11)#

Closed Issues#

Callback on each transition of a good way to visualize the result of each step beyond text (#393)
Allow per PipeFunc storage (#320)
Allow per PipeFunc executor (to mix parallel and local) (#319)
TypeError: 'NoneType' object cannot be interpreted as an integer in documentation build (#317)
ascii art (#307)

🐛 Bug Fixes#

Fix case with multiple output then iterate over single axis (#454)

🧹 Maintenance#

Small formatting changes and tiny refactors (from #448) (#453)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#452)
[pre-commit.ci] pre-commit autoupdate (#445)

📝 Other#

Add .ruff_cache to .gitignore (#449)

📊 Stats#

.yaml: +1 lines, -1 lines
.py: +143 lines, -40 lines
other: +3 lines, -0 lines

v0.41.0 (2024-11-27)#

✨ Enhancements#

Add post_execution_hook for PipeFunc (#306)

📚 Documentation#

Set default plotting backend in docs to graphviz (#441)

📊 Stats#

.md: +50 lines, -0 lines
.ipynb: +3 lines, -3 lines
.py: +94 lines, -11 lines

v0.40.2 (2024-11-27)#

🧹 Maintenance#

Add pipefunc[all] to docs extras and remove pydantic from [all] (#440)
Fix typo (#439)

📊 Stats#

.py: +11 lines, -4 lines
.yml: +0 lines, -4 lines
.toml: +2 lines, -1 lines

v0.40.1 (2024-11-27)#

✨ Enhancements#

Use hatch instead of setuptools (#438)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#429)

📚 Documentation#

Fix admonition in example notebook (#437)

📊 Stats#

.yaml: +1 lines, -1 lines
.ipynb: +0 lines, -1 lines
.py: +18 lines, -20 lines
.toml: +13 lines, -16 lines

v0.40.0 (2024-11-26)#

Closed Issues#

IndexError when handling exceptions without arguments in python<=3.11 (#430)

📚 Documentation#

Add a dropdown with interactive widget explanation (#436)

✨ Enhancements#

Add interactive version of visualize_graphviz (#326)
Remove pygraphviz dependency, was only used in matplotlib plotting backend (#433)

🧹 Maintenance#

Sort the dependencies alphabetically (#435)

🤖 CI#

Test with plotting in uv now that pygraphviz is no longer required (#434)

🧪 Testing#

Fix pygraphviz <-> python-graphviz mixup in tests (#432)

📊 Stats#

.yml: +35 lines, -36 lines
.ipynb: +137 lines, -122 lines
.py: +103 lines, -12 lines
.toml: +16 lines, -16 lines

v0.39.0 (2024-11-26)#

🐛 Bug Fixes#

Fix Python≤3.11 case for handle_error (#431)

🧹 Maintenance#

Install myst-nb with conda (#428)
Remove LazySequenceLearner because of alternative in #381 (#419)

✨ Enhancements#

Avoid duplicate dependencies in .github/update-environment.py script (#427)
Add support for pydantic.BaseModel (#420)
Allow using memory based storages in parallel too (#416)

📦 Dependencies#

⬆️ Update astral-sh/setup-uv action to v4 (#426)
⬆️ Update codecov/codecov-action action to v5 (#424)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#425)
[pre-commit.ci] pre-commit autoupdate (#418)

📚 Documentation#

Fix zarr API docs page (#422)
Add section with dataclass and pydantic.BaseModel (#421)
Add ultra-fast bullet point (#417)

📊 Stats#

.py: +233 lines, -204 lines
.yml: +8 lines, -5 lines
.yaml: +2 lines, -2 lines
.md: +42 lines, -10 lines
.toml: +3 lines, -1 lines

v0.38.0 (2024-11-07)#

Closed Issues#

Dataclasses that use default_factory fields have buggy execution on second run (#402)
Pipeline.add is not idempotent (#394)

✨ Enhancements#

Factor out SlurmExecutor logic from _run.py (#415)
Rename _submit_single to _execute_single to avoid confusion with ex.submit (#413)
Allow non-parallel progress bar (#412)
Allow using adaptive_scheduler.SlurmExecutor (#395)
Make executor a dict internally always (#410)
Prevent duplicates from PipeFuncs that return multiple (#409)
Add a StoreType (#408)
Prevent adding functions with same output_name (#404)

🐛 Bug Fixes#

Also update progress bar for single executions (#414)

🧪 Testing#

Omit pipefunc/map/_types.py from coverage (#411)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#405)

🧹 Maintenance#

Move LazySequenceLearner to separate module (#407)

📝 Other#

Define ShapeDict, ShapeTuple, UserShapeDict types (#406)

📊 Stats#

.yaml: +2 lines, -2 lines
.yml: +2 lines, -2 lines
.ipynb: +3 lines, -3 lines
.py: +848 lines, -216 lines
.toml: +4 lines, -2 lines

v0.37.0 (2024-10-30)#

Closed Issues#

All values reported in profile_stats are 0 (#392)

✨ Enhancements#

Specially treat dataclasses with a default factory (closes #402) (#403)
Update progress bar every second for first 30 seconds (#401)
Include class name in PipeFunc.__name__ (#389)
Add LazySequenceLearner (#385)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#400)
[pre-commit.ci] pre-commit autoupdate (#386)

🧹 Maintenance#

Split up _pipeline.py into modules (#399)
Use relative imports in pipefunc.map (#398)
pipefunc.map module reorganization (#397)
Move storage related modules to map/_storage (#396)

📚 Documentation#

Fix url in shield (#391)

🤖 CI#

Rename GitHub Actions workflows and test with minimal dependencies (#390)

📝 Other#

Add uv based GitHub Actions workflow and test on free-threaded Python 3.13t (#387)

🧪 Testing#

Make optional deps also optional in tests (#388)

📊 Stats#

.py: +1367 lines, -637 lines
.yml}: +2 lines, -2 lines
.yml: +53 lines, -5 lines
.yaml: +2 lines, -2 lines
.md: +1 lines, -1 lines
.py}: +233 lines, -514 lines
.toml: +3 lines, -5 lines
other: +1 lines, -1 lines

v0.36.1 (2024-10-17)#

🧹 Maintenance#

Enable Python 3.13 in CI (#384)

🐛 Bug Fixes#

Use internal_shapes defined in @pipefunc in create_learners (#383)

📊 Stats#

.yml: +1 lines, -1 lines
.py: +23 lines, -1 lines

v0.36.0 (2024-10-16)#

📝 Other#

Python 3.13 support (#382)

📚 Documentation#

Simplify example in README.md (#379)
Add html_theme_options (#371)
More improvements (#370)
Reorder and reorganize docs (#364)
Add sphinx-notfound-page for 404 (#369)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#377)

📦 Dependencies#

⬆️ Update mamba-org/setup-micromamba action to v2 (#376)

🧹 Maintenance#

Move ProgressTracker widget a _widgets folder (#373)

📊 Stats#

.yml: +9 lines, -8 lines
.yaml: +2 lines, -2 lines
.md: +200 lines, -35 lines
.py: +26 lines, -10 lines
.ipynb: +758 lines, -893 lines
.py}: +0 lines, -0 lines
.toml: +8 lines, -6 lines

v0.35.1 (2024-09-30)#

✨ Enhancements#

Allow pickling DiskCache without LRU Cache (#368)
Allow range(...) as input in map (#365)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#366)

📚 Documentation#

Use Ruff badge instead of Black (#367)
Improve intro in README (#363)
New title and tag line (#362)

📊 Stats#

.yaml: +1 lines, -1 lines
.md: +6 lines, -4 lines
.py: +30 lines, -4 lines

v0.35.0 (2024-09-27)#

📚 Documentation#

Inline mapspec in physics based example (#361)
Rely on latest release of MyST (#360)
Add FAQ entry about mixing executors and storages (#359)
Fix list formatting in Sphinx docs (#358)

✨ Enhancements#

Allow a different Executor per PipeFunc (#357)
Allow setting a storage per PipeFunc (#356)
Fallback to serialization for cache keys (#355)
Set fallback_to_str to False by default for caching (#354)

📊 Stats#

.py: +701 lines, -132 lines
.yml: +1 lines, -1 lines
.md: +66 lines, -1 lines
.ipynb: +4 lines, -10 lines
.toml: +0 lines, -2 lines

v0.34.0 (2024-09-25)#

✨ Enhancements#

Add more space between : and name in visualize_graphviz (#353)
Add pipefunc.testing.patch (#352)
Include mapspec axis in the outputs of PipeFunc directly (#349)
Keep mapspec in argument nodes in visualize_graphviz (#348)

📚 Documentation#

Add mapspec plots to tutorial (#351)

🧹 Maintenance#

Remove trailing commas to have arg lists on single line (#350)

📊 Stats#

.md: +49 lines, -0 lines
.ipynb: +88 lines, -61 lines
.py: +191 lines, -128 lines

v0.33.0 (2024-09-24)#

✨ Enhancements#

Add pipeline.map_async and a progress bar (#333)
Raise an error with a helpful error message for missing dependencies (#347)
Add optimized FileArray.mask_linear (#346)
Refactor pipeline.map.run to prepare for async implementation (#334)
Speedup code by 40% via simple change (#337)
Improve missing plotting backend error message (#332)

📦 Dependencies#

⬆️ Update astral-sh/setup-uv action to v3 (#344)

🤖 CI#

Remove unused steps from pytest pipeline (#345)

🧪 Testing#

Add a CI pipeline that checks for matching doc-strings (#343)
Add benchmark from FAQ to test suite (#338)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#340)

🐛 Bug Fixes#

Load custom objects correctly in xarray (#336)

📚 Documentation#

Add FAQ question about overhead/performance (#335)

📊 Stats#

.py: +1378 lines, -63 lines
.yml: +44 lines, -9 lines
.yaml: +1 lines, -1 lines
.md: +53 lines, -0 lines
.toml: +8 lines, -4 lines

v0.32.1 (2024-09-18)#

🐛 Bug Fixes#

Improve the parallel store compatibility checking function (#331)

📊 Stats#

.py: +73 lines, -8 lines

v0.32.0 (2024-09-18)#

Closed Issues#

Add pipefunc.map.Result.to_xarray (#312)

✨ Enhancements#

Allow pipeline.map to run without disk (#327)
Make Graphviz PipeFunc nodes rounded (#329)
Implement graphviz based visualization (#323)
Allow visualize to take an int for figsize (square) (#322)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#324)

📚 Documentation#

Explain what a pipeline is (#321)
Use DiskCache to prevent #317 (#318)

📊 Stats#

.py: +1128 lines, -311 lines
.yml: +4 lines, -2 lines
.yaml: +1 lines, -1 lines
.md: +5 lines, -1 lines
.ipynb: +175 lines, -122 lines
.toml: +1 lines, -1 lines

v0.31.1 (2024-09-11)#

📚 Documentation#

Add a FAQ question about ErrorSnapshot and improve IP getting (#316)

📝 Other#

Note (#315)

📊 Stats#

.md: +49 lines, -0 lines
.ipynb: +122 lines, -112 lines
.py: +18 lines, -4 lines

v0.31.0 (2024-09-10)#

✨ Enhancements#

Add function going from Results to xarray with xarray_dataset_from_results (#314)
Attach ErrorSnapshot for debugging (#313)
Use pickle for cache key, inspired by python-diskcache package (#310)

📚 Documentation#

Add additional examples to the tutorial (#311)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#308)

📝 Other#

Use repr for filename key (#309)
TYP: Fix annotation of output_picker (#303)

📊 Stats#

.yaml: +1 lines, -1 lines
.yml: +3 lines, -0 lines
.ipynb: +585 lines, -50 lines
.py: +262 lines, -18 lines
.toml: +16 lines, -2 lines

v0.30.0 (2024-09-05)#

✨ Enhancements#

Add internal_shape to PipeFunc (#302)

📚 Documentation#

Show triangulation on top of Learner2D plot (#301)

📊 Stats#

.md: +1 lines, -1 lines
.py: +63 lines, -1 lines

v0.29.0 (2024-09-05)#

Closed Issues#

Do type validation in pipeline definition (#266)
Allow caching for map (#264)
allow to inspect the resources inside the function (#192)
allow internal parallelization (#191)

✨ Enhancements#

Add call to action (#300)
Add ToC of questions to FAQ (#298)
Add tl;dr note in API docs (#297)
Skip parallelization if pointless (#293)
Simpler example with output_picker (#287)

🐛 Bug Fixes#

Formatting in is_object_array_type doc-string (#296)
formatting of lists in doc-strings (#295)
doc-string of func_dependents and func_dependencies (#294)
Correctly set cache value for HybridCache (#292)

📝 Other#

Allow to use cache for Pipeline.map (#291)
Add pipefunc.cache and pipefunc.typing to the reference documentation (#290)
Add .cache attribute to function using @memoize (#288)

📊 Stats#

.md: +36 lines, -0 lines
.ipynb: +6 lines, -8 lines
.py: +186 lines, -46 lines

v0.28.0 (2024-09-03)#

📝 Other#

Rename pipefunc._cache to pipefunc.cache (#286)
Update asciinema recording (#281)
Add asciinema recording (#280)
Build dirhtml Sphinx docs instead of html (#279)

✨ Enhancements#

Small type annotation fix in memoize (#285)
Improve caching and add a memoize decorator (#283)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#284)

📊 Stats#

.yaml: +1 lines, -1 lines
.yml: +4 lines, -0 lines
.md: +2 lines, -0 lines
.py: +320 lines, -21 lines
.py}: +194 lines, -1 lines

v0.27.3 (2024-08-29)#

🐛 Bug Fixes#

Case where reduction happens and output is unresolvable (#278)

📝 Other#

Add py.typed (PEP 561) (#277)

📊 Stats#

.py: +25 lines, -5 lines
.typed: +0 lines, -0 lines
.toml: +6 lines, -3 lines

v0.27.2 (2024-08-29)#

📝 Other#

Fix type annotation bug with autogenerated axis with internal shape (#276)

📊 Stats#

.py: +28 lines, -15 lines

v0.27.1 (2024-08-29)#

📝 Other#

Skip on NoAnnotation (#275)
Add type annotation checking documentation (#274)
Enforce one-to-one mapping for renames and improve validation error messages (#273)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#267)

📊 Stats#

.yaml: +2 lines, -2 lines
.md: +95 lines, -7 lines
.py: +36 lines, -1 lines

v0.27.0 (2024-08-28)#

📝 Other#

Allow disabling type validation (#271)
Allow types to be generics (#269)
Ignore ARG001 ruff rule in tests (#270)
Try getting type-hints instead of allowing to error out (#268)
Add parameter and output annotations and validate them during Pipeline construction (#6)
Simplify Adaptive Scheduler code (#263)
Set Ruff Python version to 3.10 (#262)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#259)

📊 Stats#

.yaml: +1 lines, -1 lines
.md: +5 lines, -3 lines
.ipynb: +26 lines, -19 lines
.py: +1199 lines, -100 lines
.toml: +4 lines, -2 lines

v0.26.0 (2024-08-22)#

📝 Other#

Allow single job per element inside a MapSpec via resources_scope (#260)
Return correct data in SequenceLearner when return_output (#261)
Add pipeline.run adaptive tools (#257)
Remove indentation level (#255)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#254)
[pre-commit.ci] pre-commit autoupdate (#253)
[pre-commit.ci] pre-commit autoupdate (#252)
[pre-commit.ci] pre-commit autoupdate (#250)

📦 Dependencies#

⬆️ Update CodSpeedHQ/action action to v3 (#251)

📊 Stats#

.yml: +1 lines, -1 lines
.yaml: +2 lines, -2 lines
.ipynb: +2 lines, -2 lines
.py: +451 lines, -51 lines

v0.25.0 (2024-07-19)#

📝 Other#

Add parallelization_mode option (#249)

📊 Stats#

.yml: +2 lines, -2 lines
.ipynb: +16 lines, -7 lines
.py: +97 lines, -15 lines
.toml: +1 lines, -1 lines

v0.24.0 (2024-07-18)#

Closed Issues#

AssertionError raised in the case of a function without inputs. (#238)

📝 Other#

Make Resources serializable (#247)
Support delayed Resources in Adaptive Scheduler integration (#234)
Rename Resources attributes cpus, gpus, nodes, cpus_per_node, time (#245)
Split parts of test_pipefunc.py into several files (#242)
Raise an exception when parameters and output_name overlaps (#241)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#246)
[pre-commit.ci] pre-commit autoupdate (#244)

📊 Stats#

.yaml: +2 lines, -2 lines
.md: +15 lines, -15 lines
.ipynb: +12 lines, -5 lines
.py: +2132 lines, -1820 lines
.py}: +0 lines, -0 lines

v0.23.1 (2024-06-28)#

📝 Other#

Allow parameterless functions in a Pipeline (#240)
Allow passing loss_function to to_adaptive_learner (#239)

📊 Stats#

.py: +80 lines, -13 lines

v0.23.0 (2024-06-27)#

📝 Other#

Add a poor man’s adaptive integration (#237)

📊 Stats#

.md: +237 lines, -0 lines
.py: +183 lines, -2 lines

v0.22.2 (2024-06-27)#

📝 Other#

Disallow mapping over bound arguments and fix mapping over defaults (#236)

📊 Stats#

.py: +87 lines, -19 lines

v0.22.1 (2024-06-27)#

📝 Other#

Always call validate in add to ensure mapspec axes are autogenerated (#235)

📊 Stats#

.py: +28 lines, -3 lines

v0.22.0 (2024-06-26)#

📝 Other#

Get rid of PipeFunc._default_resources (#232)
Allow bound arguments to be unhashable (#233)
Allow resources to be delayed via a Callable[[dict], Resources] (#219)
Add resources_variable in PipeFunc (#220)
Fix the Python version for Codspeed (#231)

📊 Stats#

.yml: +8 lines, -0 lines
.md: +142 lines, -4 lines
.py: +409 lines, -110 lines

v0.21.0 (2024-06-24)#

Closed Issues#

Changing PipeFunc should trigger Pipeline internal cache reset (#203)

📝 Other#

Fix dev section in pyproject.toml [project.optional-dependencies] (1d1a4a2)
Fix PipeFunc that share defaults (#230)
Add Codspeed speedtest/benchmarking CI (#229)
Add Renovate CI integration (#221)
Combine resources with default_resources in PipeFunc object (#214)
Simplify Pipeline.copy (#217)
Remove PipeFunc.__getattr__ and define PipeFunc.__name__ (#216)
Always create a copy when calling Pipeline.add (#215)
Keep default_resources in Pipeline and rename resources_report to print_profiling_stats to avoid confusion (#213)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#228)

📦 Dependencies#

⬆️ Update release-drafter/release-drafter action to v6 (#227)
⬆️ Update github/codeql-action action to v3 (#226)
⬆️ Update actions/setup-python action to v5 (#225)
⬆️ Update release-drafter/release-drafter action to v5.25.0 (#222)
⬆️ Update actions/checkout action to v4 (#223)

📊 Stats#

.json: +35 lines, -0 lines
.yml: +47 lines, -8 lines
.yaml: +4 lines, -4 lines
.md: +2 lines, -1 lines
.ipynb: +2 lines, -2 lines
.py: +397 lines, -144 lines
.py}: +2 lines, -2 lines
.toml: +2 lines, -1 lines

v0.20.0 (2024-06-19)#

📝 Other#

Remove specialized Adaptive code, and generalize map (#212)
Remove save_function from PipeFunc and delayed_callback from _LazyFunction (#211)
Remove the PipeFunc.set_profile method (#210)
Factor out _MockPipeline (#209)
Use frozen and slotted dataclasses where possible (#208)
Keep a WeakRef to the Pipeline in each PipeFunc to reset Pipeline cache (#207)

📊 Stats#

.py: +159 lines, -349 lines

v0.19.0 (2024-06-17)#

📝 Other#

Introduce parameter namespacing via scopes (#201)
Make sure all cells are executed to ensure working docs (#206)
Create a copy of a PipeFunc in Pipeline.add (#205)

📊 Stats#

.yml: +1 lines, -0 lines
.py: +694 lines, -109 lines
.md: +196 lines, -57 lines
.toml: +1 lines, -0 lines

v0.18.1 (2024-06-14)#

Closed Issues#

Rename outputs too in update_renames (#189)

📝 Other#

Clear internal cache after renaming and re-defaulting (#202)

📊 Stats#

.py: +2 lines, -0 lines

v0.18.0 (2024-06-13)#

Closed Issues#

include single results in xarray (#188)
Rename mapspecs in update_renames (#184)

📝 Other#

Allow renaming output_name in update_renames (#200)
Set run_folder=None by default (#198)
Rename MapSpec in update_renames (#196)
Add FAQ (#187)
Include single results as 0D arrays in xarray.Dataset (#190)
Extend to_slurm_run to return adaptive_scheduler.RunManager (#186)
Add edge to NestedPipeFunc (#183)
Update example.ipynb tutorial (#182)

📊 Stats#

.md: +322 lines, -3 lines
.yml: +1 lines, -0 lines
.py: +334 lines, -98 lines
.ipynb: +499 lines, -246 lines
.toml: +1 lines, -0 lines

v0.17.0 (2024-06-11)#

📝 Other#

Add remaining Sweep tests to reach 100% coverage on all code :tada: (#181)
Remove superseded sweep functions: get_precalculation_order and get_min_sweep_sets (#180)
Allow passing update_from to update_renames (#179)
Fix regression introduced in #156 (#178)
Reimplement Pipeline.simplified_pipeline using NestedPipeFunc (#156)
Reach 100% testing coverage in pipefunc/_pipeline.py (#177)
Increase testing coverage (#176)
Fix typo and add more references (21d63c1)

📊 Stats#

.ipynb: +44 lines, -170 lines
.py: +518 lines, -540 lines
.toml: +1 lines, -1 lines

v0.16.0 (2024-06-10)#

📝 Other#

Add pipeline.update_rename to example (b552324)
Add Pipeline.update_renames (#175)
Allow to nest all (#174)
Add Pipeline.nest_funcs (#173)
Do not rely on hashing when checking defaults (#172)
Deal with unhashable defaults (#171)
Add sanity checks (#170)
Add Pipeline.update_defaults (#169)
Add pipeline.join and pipeline1 | pipeline2 (#168)
HoloViews plotting improvements (#166)

📊 Stats#

.ipynb: +107 lines, -71 lines
.py: +387 lines, -29 lines

v0.15.1 (2024-06-07)#

📝 Other#

Do not add MapSpec axis for bound parameters (#165)

📊 Stats#

.py: +28 lines, -11 lines

v0.15.0 (2024-06-07)#

Closed Issues#

class CombinedFunc(PipeFunc) to nest pipelines (#138)

📝 Other#

Make bound values actual node types in the graph (#160)
Fix setting __version__ during onbuild (#164)
Pass through internal_shapes in create_learners (#162)
Use xarray.merge(... compat="override") to deal with merging issues (#161)
Add missing API docs file for pipefunc.map.adaptive_scheduler (2861da2)
Add Adaptive Scheduler integration (#159)
Mention Xarray earlier in the docs (db77f24)
Make resources a module (#158)
Disallow spaces in Resources(memory) (aeb2d72)
Implement resources specification (#157)

📊 Stats#

.yml: +2 lines, -0 lines
.md: +18 lines, -0 lines
.ipynb: +12 lines, -6 lines
.py: +1476 lines, -135 lines
.toml: +14 lines, -4 lines

v0.14.0 (2024-06-04)#

📝 Other#

Reorder functions, put public code at top of modules (#155)
Add NestedPipeFunc (#153)
Set author in documentation to PipeFunc Developers (638b819)
Fix typo (09cdb64)
Rename to auto_subpipeline (#150)
Add option to pick the output_name and partial inputs when running pipeline.map (#127)
Include pipefunc.map.adaptive integration in docs (#149)
Validate inputs to PipeFunc (#148)
Add PipeFunc.update_bound to allow fixed parameters (#110)

📊 Stats#

.py: +1150 lines, -466 lines
.md: +1 lines, -1 lines
.yml: +4 lines, -0 lines
.ipynb: +67 lines, -3 lines
.toml: +1 lines, -1 lines

v0.13.0 (2024-06-02)#

📝 Other#

Make versioningit an optional runtime dependency (#144)
Set MyST in .github/update-environment.py (#143)
Fix pipeline.mapspecs_as_strings statement (which is a property now) (a9302d7)
Drop support for Python 3.8 and 3.9 (#142)
Factor out simplify functions to simplify module (#141)
Factor out resources_report (#140)
Make more cached_propertys (#139)
Make PipeFunc.renames a property to avoid mutation (#137)
Copy defaults in copy method (#135)
Define many independent Adaptive learners for cross-products (#136)
Implement pipeline.map(... fixed_indices) which computes the output only for selected indices (#129)
Add PipeFunc.update_renames and PipeFunc.update_defaults (#128)
Remove unused helper functions to join sets and find common items (#134)
Make pipefunc.lazy a public module (#133)
Cleanup __init__.py and make the sweep module public (#132)
Use sphinx-autodoc-typehints (#131)
Rename map_parameters to mapspec_names (#130)
Validate inputs when calling pipeline.map (#126)
Documentation MyST fixes and style changes (#125)
Parallel docs changes (#124)
Parallelize all functions in the same generation (#123)
Factor out RunInfo to separate module (#122)
Add Pipeline.replace (#121)
add join_overlapping_sets and common_in_sets (#120)
Allow setting new defaults in PipeFunc (#111)

📊 Stats#

.py: +1794 lines, -883 lines
.yml: +15 lines, -17 lines
.md: +20 lines, -2 lines
.ipynb: +46 lines, -14 lines
.py}: +32 lines, -20 lines
.toml: +20 lines, -17 lines

v0.12.0 (2024-05-30)#

📝 Other#

Add custom parallelism section to the docs (#119)
Add SharedDictArray (#118)
Revert _SharedDictStore name change (4f5d84a)
Fix typo in test function name (21c5757)
Implement native DictArray (#117)
Transfer to github.com/pipefunc org (#116)
Add tests for Pipeline.independent_axes_in_mapspecs (#115)
Functionality to identify independent axes in collection of MapSpecs (#84)
Store RunInfo as JSON instead of cloudpickled bytes (#109)
Allow passing any concurrent.futures.Executor (#108)
Rename ZarrArray to ZarrFileArray (#107)
Add mention of Xarray and Zarr (c2f1092)
Add ZarrMemory and ZarrSharedMemory (#106)
Fix headers in API docs (edbff78)

📊 Stats#

.md: +11 lines, -10 lines
.py: +961 lines, -191 lines
.ipynb: +57 lines, -0 lines
.toml: +1 lines, -1 lines

v0.11.0 (2024-05-28)#

📝 Other#

Pass through storage and return map result as dict[str, Result] (#104)
Test all storage and remove custom gzip cloudpickle because zarr already compresses (#103)
Add zarr integration (#101)
Fix map run order (#102)
Add MapSpec in Pipeline.visualize (#72)
Mention where example is based on (d606bd6)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#105)

📊 Stats#

.yaml: +1 lines, -1 lines
.yml: +3 lines, -0 lines
.md: +18 lines, -0 lines
.ipynb: +97 lines, -75 lines
.py: +1585 lines, -628 lines
.toml: +13 lines, -3 lines

v0.10.0 (2024-05-24)#

📝 Other#

Add xarray integration (#94)
Make sure to only evaluate a function once when possible (#100)
Only create cache if functions have caching enabled (#99)
Use sphinx-book-theme instead of furo (#98)
Make output_to_func a cached_property and RunInfo a dataclass, and some renames (#96)
Replace tabulate dependency by simple function (#97)

📊 Stats#

.yaml: +0 lines, -1 lines
.yml: +4 lines, -3 lines
.py: +797 lines, -286 lines
.ipynb: +264 lines, -3 lines
.toml: +5 lines, -4 lines

v0.9.0 (2024-05-22)#

📝 Other#

Add support for output arrays with internal structure and autogenerate MapSpecs (#85)
Style changes (#93)
Allow calling add_mapspec_axis on multiple parameters (#92)
Rename manual_shapes to internal_shapes (#91)
Fix bug and refactor FileArray (#90)
Add PipeFunc.copy() and use it when creating Pipeline with tuples including MapSpecs (#89)
Implement FileArray with internal structure (#88)
MapSpec method changes and add Pipeline.mapspec_axes and mapspec_dimensions (#86)
Rephrase doc-string (6f633f3)
Add zipping axis test and doc-string (#83)
Create a temporary run_folder if None and README.md improvements (#82)
Remove fan-out/fan-in (6839dbe)
Add mapspecs method, sorted_functions property, and rewrite intro in README (#81)
Better error message in Pipeline.run (#80)
Fix bug for add_mapspec_axis (#79)
Add Pipeline.add_mapspec_axis for cross-products (#78)
Create separate API docs per module (#77)
Fix header in example.ipynb (ac39689)
Reorder the docs and small rewrite (#76)
Add docs section about renames (#75)
Dump to FileArray as soon as possible (#74)
Fix typo in docs and cache improvements (#73)

📊 Stats#

.md: +69 lines, -35 lines
.ipynb: +316 lines, -136 lines
.py: +2172 lines, -605 lines

v0.8.0 (2024-05-17)#

📝 Other#

Increase coverage and fix Sweep bug (#71)
Add verbose flag (#70)
Remove _update_wrapper to make dataclasses pickleble (#69)
Compare RunInfo to old saved RunInfo (#68)
Add picklable _MapWrapper used in create_learners_from_sweep (#67)
Add loading of data that already exists in Pipeline.map (#66)
Rename get_cache to _current_cache (#63)
Rename to _run_pipeline to run to align with map (#64)

📊 Stats#

.py: +544 lines, -57 lines

v0.7.0 (2024-05-15)#

📝 Other#

Add pipefunc.map.adaptive to API docs (bb3084f)
Better resource_report and add add Sweep with MapSpec tools (#62)
Add pipefunc.map to API docs (9f27833)
Use updated logo (d1c32ea)
Docs improvements (#61)
Remove Jupyterlite configuration (538b8f5)
Add Map-Reduce to features list (29af3bf)
Add Pipeline.map docs and automatically parallelize map (#59)
Various small improvements (#58)
Style changes (100 character lines) (#57)

📊 Stats#

.py: +570 lines, -346 lines
.yaml: +1 lines, -1 lines
.yml: +3 lines, -18 lines
.md: +20 lines, -5 lines
.ipynb: +229 lines, -12 lines
.toml: +6 lines, -3 lines
.cfg: +0 lines, -5 lines
other: +4 lines, -0 lines

v0.6.0 (2024-05-15)#

📝 Other#

Integrate MapSpeced Pipelines with Adaptive (#56)
Add functionality to run Pipelines with MapSpecs (#55)
Refactor, improve, test, and integrate MapSpec into Pipeline (#22)
Add MapSpec and FileBasedObjectArray from aiida-dynamic-workflows (#54)
Improve utils, add topological_generations, and better error message (#53)
Fix docs (jupyterlite) (#52)
Take out arg_combination functions (#51)
Take out methods and make functions and simplify code (#50)
dump, load, Pipeline.defaults, Pipeline.copy, and style (#49)
construct_dag fix and remove dead code (#47)
Refactor Pipeline._execute_pipeline (#44)
Switch around log message (#45)
Add test test_full_output_cache (#46)
Fix test_handle_error on MacOS (#43)
Better error message (#42)
Raise when unused parameters are provided (#41)
Add pipeline.drop (#40)
Rename PipelineFunction -> PipeFunc (#39)
Several caching fixes (#38)
Use codecov/codecov-action@v4 (#36)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#48)
[pre-commit.ci] pre-commit autoupdate (#37)

📊 Stats#

.yml: +9 lines, -4 lines
.yaml: +1 lines, -1 lines
.md: +1 lines, -1 lines
.ipynb: +5 lines, -5 lines
.py: +3265 lines, -522 lines
.toml: +4 lines, -2 lines
other: +21 lines, -0 lines

v0.5.0 (2024-04-30)#

📝 Other#

Make positional only (#35)
Format line (6c80ed4)
Remove unused var T (8e57f06)
Reorganize some definitions into modules (#34)
Add a TaskGraph (#33)
Fix cache argument in docs and fix pickling issues (#32)
Add 3.12 to testing matrix (#31)
Optimizations (#30)
Rename cloudpickle parameter (#29)
Allow lazy pipeline evaluation (#26)
Add Cache ABC (#28)
Cache improvement and rename (#27)
Add with_cloudpickle to HybridCache (#25)
Add DiskCache (#24)
Add root_args method (#23)
Add hype tag (AI) (547c44d)
Rewrite the intro in the README (#21)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#20)
[pre-commit.ci] pre-commit autoupdate (#19)
[pre-commit.ci] pre-commit autoupdate (#18)
[pre-commit.ci] pre-commit autoupdate (#17)

📊 Stats#

.yml: +1 lines, -1 lines
.yaml: +3 lines, -3 lines
.md: +12 lines, -19 lines
.py: +2411 lines, -1478 lines
.ipynb: +2 lines, -2 lines

v0.4.0 (2024-03-11)#

📝 Other#

Keep functions picklable (5446653)
Use kwargs with derivers (168b1c2)
Fix typo (1aa0ee1)
Rename callables to derivers (#16)
Do not overwrite keys that exist in the sweep (#15)
Add callables and product to Sweep (#14)
Use Pipeline.leaf_nodes instead of unique tip (#12)
Call update_wrapper for correct signature (#11)

📊 Stats#

.py: +402 lines, -29 lines

v0.3.0 (2024-03-08)#

📝 Other#

Automatically set output_name if possible (#10)
Unique colors for combinable and non-combinable nodes (#9)
Fix coloring of combinable nodes (#8)
Allow constants in Sweeps (#7)
Allow constants in a Sweep (#4)
Fix line length (#5)
Color combinable and add test (dfc44c0)
remove cell (0115807)
Rename reduce -> simplify (ed4217a)
Remove incorrect copyright message (a937aed)
Update environment.yml (88eb9ae)
Skip plotting (302f647)
Fix test dependencies (add pandas) (b0d5c62)
More pre-commit and typing fixes (de022cd)
Use ruff-format (cea11f9)
Fix pre-commit issues (a5d6f34)
Update pre-commit filters (238466b)
Fix pip install command in README.md (5f6278e)

🔄 Pre-commit#

[pre-commit.ci] pre-commit autoupdate (#3)

📊 Stats#

.py: +366 lines, -78 lines
.yaml: +6 lines, -8 lines
.md: +2 lines, -2 lines
.yml: +2 lines, -0 lines
.ipynb: +101 lines, -79 lines
.toml: +10 lines, -7 lines

v0.2.0 (2023-11-27)#

Closed Issues#

Header (#1)

📝 Other#

Add Python 3.12 classifier (13091a9)
Fix doc-string (fc1b645)
Remove print statement (7f64826)
Install black[jupyter] in dev deps (8669f08)
Add saving (8329ba5)
Unshallow clone in Readthedocs (5d7ae83)
Add shields (1f09df6)
Fix type hint in _sweep.py (d71ad78)
Another typo fix in all_transitive_paths (8551a6a)
Fix type in doc-string (18dcd2f)
Add all_transitive_paths to get parallel and indepent computation chains (2c0e8a9)
Add leaf and root nodes property (f5ebacf)
Fix _assert_valid_sweep_dict (3485eec)
Add get_min_sweep_sets (a2d46d0)
Rewrap text in doc-strings (dc73186)
Add all_execution_orders (eaf71f5)
Add conservatively_combine (320b6ef)
rename ‘add’ to ‘combine’ (558e23c)
Remove [project.scripts] section from pyproject.toml (0375761)

📊 Stats#

.yml: +3 lines, -0 lines
.md: +11 lines, -0 lines
.py: +410 lines, -62 lines
.toml: +2 lines, -4 lines

v0.1.0 (2023-07-16)#

📝 Other#

Fix license in pyproject.toml (5bec316)
Set the project.readme to Markdown (35d6496)
Make sure to build the package (a37873a)
use pypa/gh-action-pypi-publish (2775087)
Fix .github/workflows/update-environment.yaml (58c7b6f)
Move lite env and remove jupyterlite_config.json (22bcd49)
Fix filename in .github/update-environment.py (1ffd45f)
Update environment.yml (7c0d005)
No psutil in jupyterlite (bcca216)
Update environment.yml (6d72ab5)
Install matplotlib-base in jupyterlite env (8dc665b)
Add filename to generate_environment_yml (b7fed22)
Refactor .github/update-environment.py (7375be2)
add jupyterlite-xeus-python as pip only dep (35ce643)
add jupyterlite_config (216956b)
Add kernel as docs dep (23a7d7f)
Use docs/environment-sphinx.yml for docs building and docs/environment.yml for juyterlite (85b027c)
Fix jupyterlite-sphinx name (44bcd6b)
Add docs/jupyterlite_config.json (70fe3ae)
Update environment.yml (73819a3)
add jupyterlite_sphinx (23b3b20)
Copy notebook to docs/notebooks (2765b15)
Move init doc-strings to class top (ec20e2d)
Add example to PipelineFunction (4ff7796)
Fix example spacing in doc-string (5af6054)
Small docs settings changes (55ba4d7)
Rephrase in notebook (c3f4613)
Rename readthedocs.yml to .readthedocs.yml (8b9d8fa)
Remove maxdepth (6c2d4d5)
chore(docs): update TOC (2e1cce1)
Remove design goals (3fde37e)
Links in menu names (550c3a2)
Add API docs (94f206d)
chore(docs): update TOC (eb48cfa)
Add Key Features 🚀 (38f1508)
Use the help() function (a4a506c)
Add tutorial to docs (568f609)
Different pip install optional deps (633ee65)
Add plotting to docs/environment.yml (f13e5e7)
Update environment.yml (87baa91)
Add pandas and jupytext as docs dependency (8825351)
Add plotting to docs/environment.yml (79dcf06)
Add header image (eecf416)
Change tagline (8473f0f)
Pass through filename (5fb85ab)
chore(docs): update TOC (d005501)
Add example.ipynb (dde07c0)
Add tests/test_sweep.py (59cdd99)
Add tests/test_pipefunc.py (2258159)
Add tests/test_perf.py (62b8cfc)
Add tests/test_cache.py (586ca6f)
Add tests/init.py (85dc61f)
Add pipefunc/_version.py (ce2d17f)
Add pipefunc/_sweep.py (a1e2fe5)
Add pipefunc/_plotting.py (e89850c)
Add pipefunc/_pipefunc.py (6b94d38)
Add pipefunc/_perf.py (8128bd7)
Add pipefunc/_cache.py (d25c1a6)
Add pipefunc/init.py (0d3cd06)
Add docs/source/index.md (34d6fdb)
Add docs/source/conf.py (526ef73)
Add docs/environment.yml (053f01a)
Add docs/Makefile (7b68ec1)
Add docs/.gitignore (6664a3c)
Add environment.yml (e82cf48)
Add setup.cfg (25c5c63)
Add readthedocs.yml (737d480)
Add pyproject.toml (61ec5b9)
Add README.md (b25aebe)
Add MANIFEST.in (150e5db)
Add LICENSE (a467d2e)
Add AUTHORS.md (f9175ed)
Add .pre-commit-config.yaml (882adb1)
Add .gitignore (129a4dc)
Add .github/workflows/update-environment.yaml (a910911)
Add .github/workflows/toc.yaml (81287cc)
Add .github/workflows/release-drafter.yaml (ca1a8cf)
Add .github/workflows/pythonpublish.yml (f73479a)
Add .github/workflows/pytest.yml (e6ac7eb)
Add .github/workflows/codeql.yml (1fdfdb6)
Add .github/update-environment.py (74a4c56)
Add .github/release-drafter.yml (0a3ce3d)
Add .gitattributes (39666ce)

📊 Stats#

.toml: +1 lines, -1 lines