🚀 Version 0.6.1

0.6.1 (2026-04-09)

✨ Features

• add 7-day exclude-newer policy for supply chain security (#384) (0cf960f)
• lazy-compatible FilterMaskEngine for DuckDB, SQLite, and Polars (#383) (992bcd4)

♻️ Improvements

• split mask engine from filter module into feature-level com… (#385) (8ca0bdf)

🚀 Version 0.6.0

0.6.0 (2026-04-06)

🎯 Minor Release

• bump to 0.6.0 (#381) (ceb37e3)

✨ Features

• add extensible FilterMask builder with plugin-based engine resolution (#378) (e5ba81d), closes #370
• add FilterMask integration tests and add docs (#380) (abb73ef)
• add public order() method to DuckdbRelation (#251) (#258) (1c974fb)
• add Python 3.11, 3.12, 3.13 to CI test matrix (#325) (7f7a671), closes #307
• allow FeatureGroup to override final_filters() (#366) (046fc5b)
• detect filter column dtype mismatch when final_filters()=True (#373) (6795ce5)
• export plugin_docs discovery functions from mloda.user (#246) (f6df7e0)
• support run-time artifact mode resolution in prepare/run API (#345) (36982d3), closes #338
• validate filter columns and document inline vs final filter semantics (#368) (5527fa6)

♻️ Improvements

• remove unreachable else branch in resolve_links.py (#356) (#362) (760aca4)
• rename similarity hash methods for clarity (#263) (#365) (c2ba9d8)

🐛 Bug Fixes

• add 'explanation' to PROPERTY_MAPPING metadata_keys filter (#253) (#259) (84e435e)
• add context and guidance to opaque validation errors (#285) (#351) (9290804)
• add dependency resolution example to README (#377) (d7a71bf), closes #372
• add missing init.py files in plugin directories (#299) (#323) (596470f)
• add ruff check to CI and switch ruff format to check mode (#340) (afb59fe), closes #308
• add ruff UP006/UP007 rules to enforce modern typing syntax (#234) (#367) (cc0ef4f)
• align _add_result_to_data() signature with common interface (#297) (#333) (06c38c0)
• align DefaultOptionKeys.time_travel value with its name (#271) (#355) (1c815a4)
• artifact lifecycle and clean up cfw rule sentinel(#255) (30a4cb6), closes #279 #279
• clean up mkdocs.yml nav order, stale TODO, and missing search plugin (#292) (#344) (7dd7130)
• consolidate sqlite test fixture naming to match duckdb pattern (#253) (#379) (ae30f35)
• correct initialized_connection_object(s) typo in docs (#272) (#321) (4ac7568)
• correct inverted validation condition in data-quality doc (#326) (9316025), closes #268
• correct typos in docs, comments, and public API method names (#330) (bd43124), closes #266 #275 #276 #280 #287
• drop misleading re-aliases from provider init.py (#262) (#320) (8cd96ec)
• fix run_all docstring typo and document result ordering (#249) (5392b5b)
• improve error message quality for data users (#248) (ac0954a)
• initialize OtelExtender.wrapped before early return and remove test imports from docs (#304, #274) (#339) (7e358fd)
• make FeatureName a str subclass, remove get_name() (#264) (#346) (6d51552)
• make run_all and stream_all classmethods for subclass consistency (#267) (#347) (a99939f)
• move misplaced comment before ClusteringFeatureGroup docstring (#289) (#324) (619d7e6)
• move stream_all onto mlodaAPI as staticmethod (#269) (#342) (945d2bd)
• override str and format on DefaultOptionKeys for consistent str() behavior (#359) (0097ffc), closes #353
• remove dead PATTERN attribute and replace hardcoded "__" with CHAIN_SEPARATOR (#301) (#364) (751dd57)
• remove need-help.md and fix grammar in error messages (#322) (778f4e1), closes #283 #282
• remove setup.py with fragile TOML parser in favor of pyproject.toml ([#290](https://github.com/mlod...

🚀 Version 0.5.7

0.5.7 (2026-03-30)

✨ Features

• add REQUIRED_WHEN conditional option support (#241) (91e5382)
• add type constraint support to PROPERTY_MAPPING (#240) (d31dbd1)

🚀 Version 0.5.6

0.5.6 (2026-03-28)

✨ Features

• add _resolve_operation helper to FeatureChainParserMixin (#242) (8090668)

♻️ Improvements

• graduate DefaultOptionKeys out of experimental namespace (#238) (580abaf)

🔧 Miscellaneous

• deps: bump requests in the uv group across 1 directory (#243) (11f5c49)

🚀 Version 0.5.5

0.5.5 (2026-03-24)

🐛 Bug Fixes

• copy array for pandas 3.x (882d696)
• enforce MIN/MAX_IN_FEATURES in FeatureChainParserMixin (#231) (caaf59b), closes #229
• handle list-valued options in PROPERTY_MAPPING matching (#230) (95e2cd4), closes #228 #228

🚀 Version 0.5.4

0.5.4 (2026-03-21)

✨ Features

• add order_by to DefaultOptionKeys enum (d8e09b0)
• add SQL base compute framework with SQLite implementation (#224) (faee383)

🔧 Miscellaneous

• add tool usage constraints to TDD agents (1481216)
• dependency updates (d24d5c0)
• deps-dev: update pip-audit requirement from <2.10.0 to <2.11.0 (99b68a0)

🚀 Version 0.5.3

0.5.3 (2026-03-15)

🐛 Bug Fixes

• skip mktestdocs execution for discover-plugins doc examples (a98700b)

🔧 Miscellaneous

• dependency updates (91c1178)

🚀 Version 0.5.2

0.5.2 (2026-03-15)

✨ Features

• add datetime.date, datetime.datetime, and decimal.Decimal to type inference (881a339), closes #209
• migrate from pip/tox to uv/tox-uv (389e0bd)

🐛 Bug Fixes

• address PR review - restore settings entries, keep twine for publish (36e4542)
• align devcontainer Dockerfile with mloda-registry pattern (023fdcd)
• align release workflow with registry, clean up pyproject extras and Dockerfile (6ab1786)
• compute relative path from base package root in PluginLoader for nested groups (8f8bf7c)
• handle missing suffix() in _resolve_pinned_file for base class (5db6e85)
• restore package=uv-editable, remove requires=tox-uv (de521c7)
• restore requires=tox-uv, install tox-uv into tox env for devcontainer (3e62a62)
• revert iceberg filter expressions from literal= to value= (000671a)
• revert iceberg to positional args, add mypy override for unstable API (4dfec52)
• use discriminators for join disambiguation in execution planner (#216) (e82289f)
• use usedevelop and fix text_cleaning extra name (0fcbeb6)
• use uv-editable package type to resolve text-cleaning extra (90cc892)

✅ Miscellaneous

• add unit tests for _resolve_pinned_file suffix handling (e8491c9)

🚀 Version 0.5.1

0.5.1 (2026-03-14)

🐛 Bug Fixes

• inject JoinSpec join columns without index_columns (#206) (c08062a)

📚 Documentation

• clarify JoinSpec vs index_columns in error message and join docs (6f6ac62)

🔧 Miscellaneous

• add no-agent-mention rule to CLAUDE.md (8510f81)
• deps: update attribution for dependency bumps (ed3ec96)

🚀 Version 0.5.0

0.5.0 (2026-03-11)

🎯 Minor Release

• make options required on match_subclass_data_access (696a13e)

✨ Features

• add getitem and setitem to Options (747fc39)
• add column_to_file hint to DataAccessCollection for CSV disambiguation (3997f3c)
• add left_discriminator/right_discriminator to Link for same-class FG joins (8e52f97)
• auto-load plugins on first use via lazy PluginLoader (ab3f55d)

🐛 Bug Fixes

• avoid unnecessary os.fork in threading mode by only spawning MyManager for multiprocessing (54ace8a)
• initialize manager in ExecutionOrchestrator.init to prevent AttributeError on early exit (f84cd58)
• support multiple links on same compute framework (7063f30)

🔧 Miscellaneous

• dependency updates (b827047)