This version includes a number of fixes aiming for improved support with Quacc.

New Features 🎉

• A flow decorator by @vineetbansal in #815
• getitem for Job delegates to its output by @vineetbansal in #823

Enhancements 🛠

• Allow to give a save path directly by @FabiPi3 in #821
• A return type of job/iterable of jobs from a Job is interpreted as a replace by @vineetbansal in #833
• Validate properties attribute in output_schema by @gpetretto in #839

Documentation 📖

• Tutorial for Pydantic validation by @tomdemeyere in #812

Other Changes

• Bump pydantic from 2.12.3 to 2.12.4 by @dependabot[bot] in #818
• Bump pytest from 8.4.2 to 9.0.0 by @dependabot[bot] in #819
• Bump pydantic-settings from 2.11.0 to 2.12.0 by @dependabot[bot] in #820
• Bump pytest from 9.0.0 to 9.0.1 by @dependabot[bot] in #822
• Bump moto from 5.1.16 to 5.1.17 by @dependabot[bot] in #824
• Bump nbsphinx from 0.9.7 to 0.9.8 by @dependabot[bot] in #825
• Bump pydantic from 2.12.4 to 2.12.5 by @dependabot[bot] in #827
• Bump moto from 5.1.17 to 5.1.18 by @dependabot[bot] in #826
• Bump pytest from 9.0.1 to 9.0.2 by @dependabot[bot] in #829
• Bump fireworks from 2.0.6 to 2.0.8 by @dependabot[bot] in #828
• Bump matplotlib from 3.10.7 to 3.10.8 by @dependabot[bot] in #830
• Bump furo from 2025.9.25 to 2025.12.19 by @dependabot[bot] in #831
• Bump moto from 5.1.18 to 5.1.19 by @dependabot[bot] in #832
• Bump ipython from 9.3.0 to 9.9.0 by @dependabot[bot] in #836
• Bump moto from 5.1.19 to 5.1.20 by @dependabot[bot] in #840
• Bump pydash from 8.0.5 to 8.0.6 by @dependabot[bot] in #841

New Contributors

• @vineetbansal made their first contribution in #815
• @tomdemeyere made their first contribution in #812

Full Changelog: v0.2.1...v0.3.0

Enhancements 🛠

• Jobconfig by @gpetretto in #817

House-Keeping 🧹

• Increase CI sensitivity by testing both lowest-direct and highest dependency resolution strategy by @janosh in #640

Full Changelog: v0.2.0...v0.2.1

Dropped support for Python 3.9.

Bug Fixes 🐛

• Change default callback_filter in update_metadata by @esoteric-ephemera in #721

Documentation 📖

• Added tutorial and example for handling missing references by @jmmshn in #716

House-Keeping 🧹

• schema -> model_json_schema by @jmmshn in #743
• Update linting and dependencies by @utf in #774

New Contributors

• @esoteric-ephemera made their first contribution in #721

Full Changelog: v0.1.19...v0.2.0

Bug Fixes 🐛

• fix @job annotation again (again) by @FabiPi3 in #654

Enhancements 🛠

• JobflowSettings add LOG_FORMAT, also directly passable to run_locally by @janosh in #706
• Add Flow.metadata attribute and Flow.update_metadata method by @janosh in #679

Documentation 📖

• Fix docstring in Job. by @davidwaroquiers in #673

House-Keeping 🧹

• Update commit hooks and fix new ruff and mypy issues by @janosh in #685

Full Changelog: v0.1.18...v0.1.19

Bug Fixes 🐛

• FIX: Properly jsanitize fireworks Task by @gpetretto in #544
• fix @job annotation (again) by @FabiPi3 in #579

Enhancements 🛠

• Add job_dir attribute to Response class to record where a job ran by @janosh in #570
• Add type hint for @job and fix for run_locally by @FabiPi3 in #578
• Add dynamic option to append_name by @JaGeo in #644

Documentation 📖

• Fix JobStore.from_file docstring by @Andrew-S-Rosen in #543
• Added logo by @davidwaroquiers in #569
• fix firework command bug in doc by @chiang-yuan in #589
• Add JFR to readme. by @utf in #595

House-Keeping 🧹

• Migrate from pip to uv for CI dependency install by @janosh in #574
• Bump ruff and fix errors by @janosh in #593

New Contributors

• @FabiPi3 made their first contribution in #578
• @chiang-yuan made their first contribution in #589

Full Changelog: v0.1.17...v0.1.18

New Features 🎉

• Allow different UID types by @jmmshn in #529

Enhancements 🛠

• Optional Flag to help Debugging by @jmmshn in #527
• Add JOSS paper to README and docs by @Andrew-S-Rosen in #522
• Remove debug print statements in tests + bump GH action versions by @janosh in #523

Full Changelog: v0.1.16...v0.1.17

Bug Fixes 🐛

• Explicit warning stacklevels by @janosh in #503
• Fix handling of function from standard library by @gpetretto in #516

Enhancements 🛠

• Optionally avoid deserialization when resolving references by @gpetretto in #512

Documentation 📖

• Add documentation for how to deal with stores beyond MemoryStore by @Andrew-S-Rosen in #506
• Fix tutorial bug by @mcgalcode in #505
• Fix tutorial link formatting in docs by @ml-evs in #504
• Add reference for jobflow-remote by @ml-evs in #513

House-Keeping 🧹

• Build docs on every push by @utf in #507
• Update deploy.yml by @utf in #508

Other Changes

• Auto-update pre-commit hooks by @github-actions in #511

New Contributors

• @ml-evs made their first contribution in #504

Full Changelog: v0.1.15...v0.1.16

What's Changed

Bug Fixes 🐛

• Fix JobStoreDocument validator by @utf in #478
• fix Flow deserialization for hosts by @gpetretto in #499

Enhancements 🛠

• Formalizing the JobStore document format as a pydantic model by @hrushikesh-s in #424
• Simplify code by using Flow methods __len__ and __getitem__ by @janosh in #467
• run_locally() add root_dir: str | Path | None keyword by @janosh in #486
• Allow SSHTunnel in job stores by @mjwen in #477

Documentation 📖

• JOSS paper by @utf in #446
• JOSS Paper: Add missing DOIs by @Andrew-S-Rosen in #452
• JOSS Paper: Reduce line-spacing in code blocks by @Andrew-S-Rosen in #454
• JOSS Paper update: Add missing year to refs.bib by @Andrew-S-Rosen in #458
• JOSS Paper: Remove stray tick mark in "[@montydb]`" by @Andrew-S-Rosen in #459
• JOSS Paper: Add another missing year to refs.bib by @Andrew-S-Rosen in #461
• Update refs.bib by @xuanxu in #462
• JOSS: Add missing , to paper by @Andrew-S-Rosen in #479
• JOSS: Add more complete Zenodo reference info by @Andrew-S-Rosen in #481
• JOSS: Fix references to include all coauthors and remove "others" by @Andrew-S-Rosen in #480
• Add fibonacci example to tutorial by @JaGeo in #494

House-Keeping 🧹

• Remove __all__ from all modules by @janosh in #442
• Bump minimum Python version to 3.9 by @janosh in #455
• Replace deprecated pkg_resources with importlib.metadata.version by @janosh in #460
• Match atomate2 ruff config by @janosh in #464
• Test error messages by @janosh in #465

New Contributors

• @hrushikesh-s made their first contribution in #424
• @xuanxu made their first contribution in #462

Full Changelog: v0.1.14...v0.1.15

Bug Fixes 🐛

• Add warning when jobflow.yaml is blank or badly formatted by @mcgalcode in #415
• Fix issue with data store by @JaGeo in #409
• Make ensure_success apply to replace/detour/addition jobs by @mcgalcode in #426

Enhancements 🛠

• Add tests for Python 3.11 by @Andrew-S-Rosen in #413
• Add support for Pydantic 2 by @Andrew-S-Rosen in #440

Documentation 📖

• Link to @JaGeo's tutorials and fix a broken link by @Andrew-S-Rosen in #412
• Update @arosen93 to @Andrew-S-Rosen by @Andrew-S-Rosen in #427

Full Changelog: v0.1.13...v0.1.14

Bug Fixes:

• Delete Flow.__deepcopy__ by @janosh in #399

Full Changelog: v0.1.12...v0.1.13