0.4.1 (2025-12-17)

♻️ Improvements

• drop not used imports (15be467)
• unify computeframework call (9f9919e)
• update roles (10d8746)

🐛 Bug Fixes

• rerun notebooks (1cf21da)

🔧 Miscellaneous

• update mloda dependency to new release (daa18b0)

0.4.0 (2025-12-16)

🎯 Minor Release

• new mloda facade (cfed507)

✨ Features

• add runtime data type enforcement for Features (fb35622)
• list available feature groups via api (9c1b678)
• multiple extender (26520b7)

♻️ Improvements

• clarify time concepts API naming (dc685dc)
• compute executors (49d63ef)
• consolidate duplicate fixtures into conftest (d133058)
• drop duplicated tests (30a4c78)
• drop mloda_ from default option keys (477400d)
• drop-repeated-tests (95be5dd)
• extract-component-validators (226955c)
• feature chain parser (e4ec421)
• improve agent setup (ef5ef32)
• improve convenience links (9a21482)
• split up runner class (ba3ffa6)
• unify test runner infrastructure and fix flaky tests (#141) (a5e366d)
• use source feature mixin (6b8e136)

🐛 Bug Fixes

• flaky flightserver test (1d09142)
• reduce agent setup (fb9d1b6)
• rename time_filter to reference_time (f29e88c)

🔧 Miscellaneous

• dependabot (0c56613)
• deps: update pip-audit requirement from <2.8.0 to <2.10.0 (36a9032)
• document devcontainer hardening improvements (dde8e68)

0.3.3 (2025-12-04)

🐛 Bug Fixes

• adapt-polymorphic-link-resolution-for-mixed-cases (2a56b51)

0.3.2 (2025-12-03)

✨ Features

• add JoinSpec dataclass for links (71d7e7a)

♻️ Improvements

• migrate unittest to pytest (ae562e7)

🐛 Bug Fixes

• fix polymorphic link subclass matching (4dcfb42)
• standardize compute framework PascalCase (#129) (043b4a3)

0.3.1 (2025-12-02)

✨ Features

• introduce polymorphic links (cdcec67)

♻️ Improvements

• filter (f2a26e7)
• mloda_core improvement plan (3d7277d)
• mloda_source_features to in_features (69fc2a1)
• simplify api data api (e157dad)
• standardize feature chain separator constants (eb6302c)
• test environment (d1c4cac)
• use ABC abstractmethod decorators (ffad180)

🐛 Bug Fixes

• add specific type ignore codes (9c6d34b)

📚 Documentation

• Add API link join docs/tests (f5a4e1f)
• update framework naming in documentation (ab0a85b)

🔧 Miscellaneous

• try to avoid a rarely used library (93ca2a1)

0.3.0 (2025-11-30)

🎯 Minor Release

• refactor feature chainer parser to L->R (eab1345)

🔧 Miscellaneous

• minor pypi version update (7813893)

0.2.15 (2025-11-28)

📚 Documentation

• pycon ireland 2025 simplified demo (3cfc735)

🔧 Miscellaneous

• adjust agents for opus 4.5 and updates (9e455cd)
• minor readme updates and version alignments (7559822)

0.2.14 (2025-10-22)

✨ Features

• add json feature api wrapper (1601a39)
• feature-chaining-multiple-columns-requires-manual-col-renaiming (2ddfdd4)
• implemented multi index join (0093513)
• update feature groups (f70817f)

🚀 Improvements

• add convenient error message (c8a969f)
• handle deepcopy (3dc013a)

♻️ Improvements

• drop data from options finally (5535412)
• drop get options (87aeaad)
• dropped .data (9cf2fd7)
• introduce protected keys mechanism for feature chaining (7aa955e)
• readme (f9e696f)

🐛 Bug Fixes

• adjusted dimensionality reduction (7c350cc)
• avoid git credential deaths (801ae9d)
• corrected nltk requirements file (d2c0130)
• update license classifier due to newer PEP (bc36a53)

📚 Documentation

• update doc strings of feature groups to a standard (54a039f)
• updated pointer documentation (962f06e)

🔧 Miscellaneous

• add gha job (c9d9393)
• added cve check for released libraries (52b4e8a)
• greenlist cve for specific version (9cd244a)
• improve dev container agent setup for faster iteration (37672f6)
• minor pyproject update (445bb82)

0.2.13 (2025-10-03)

🚀 Improvements

• add troubleshooting for users (5194d69)
• adjust dev containers (9cd7302)
• reduce memory bank (b50145a)
• update container setup (#69) (5aae8fd)

🐛 Bug Fixes

• flaky encoding tests (63614e3)
• intermediate pip-licenses fix (d5834a1)
• switch pip-licenses to pip-licenses-cli (71d68c5)

📚 Documentation

• added plugin loader (eaa663b)
• adjusted style of README.md (#68) (22388ed)
• minor adjustments (89ea057)
• update feature groups (5808f33)

🔧 Miscellaneous

• add claude md (26687ea)
• update attributions (b95bfc8)
• update compatibility to python310 to 313 (38e8948)

0.2.12 (2025-07-30)

♻️ Improvements

• added context concept, replaced configurable_feature_chain_parser by direct configuration on feature group level (22049f2)