v0.7.0

What's Changed

• Drop references to finished processes in local manager by @xadrianzetx in #90
• Bump version to 0.7.0 by @xadrianzetx in #91

Full Changelog: v0.6.2...v0.7.0

v0.6.2

What's Changed

• Explicitly support Python 3.12 + reformat codebase with black 24.x by @xadrianzetx in #87
• Bump version to 0.6.2 by @xadrianzetx in #88

Full Changelog: v0.6.1...v0.6.2

v0.6.1

What's Changed

• Follow PEP 561 – Distributing and Packaging Type Information by @xadrianzetx in #84
• Bump version to 0.6.1 by @xadrianzetx in #85

Full Changelog: v0.6.0...v0.6.1

v0.6.0

What's Changed

• Add into_study() convenience method by @xadrianzetx in #81
• Follow PEP 585 – Type Hinting Generics In Standard Collections by @xadrianzetx in #82
• Bump version to 0.6.0 by @xadrianzetx in #83

Full Changelog: v0.5.0...v0.6.0

v0.5.0

What's Changed

• Remove redundant test skip condition by @xadrianzetx in #72
• Set Black's target version to py310 by @xadrianzetx in #73
• Fix flaky test and spelling by @xadrianzetx in #77
• Add helpers allowing users to enable/disable logging by @xadrianzetx in #78
• Bump version to 0.5.0 by @xadrianzetx in #79

Full Changelog: v0.4.0...v0.5.0

v0.4.0

What's Changed

• Drop support for Python 3.7 by @xadrianzetx in #67
• Change the log message format for failed trials by @xadrianzetx in #68
• Support Python 3.11 by @xadrianzetx in #69
• Add single exception catch to study optimize by @xadrianzetx in #70
• Bump version to 0.4.0 by @xadrianzetx in #71

Full Changelog: v0.3.0...v0.4.0

v0.3.0

What's Changed

• Remove before_message hook by @xadrianzetx in #52
• Add patience argument to stop_optimization API by @xadrianzetx in #53
• Allow dask queue to retry fetching a message if timeout was reached by @xadrianzetx in #54
• Add a link to Medium article by @xadrianzetx in #55
• Compare TaskState enum members by identity by @xadrianzetx in #56
• Remove unused args from event loop API by @xadrianzetx in #57
• Split trial runtime to avoid pickling closures by @xadrianzetx in #60
• Run tests on all supported platforms by @xadrianzetx in #59
• Disable local optimization mode on Windows machines by @xadrianzetx in #61
• Bump version to 0.3.0 by @xadrianzetx in #62

Full Changelog: v0.2.0...v0.3.0

v0.2.0

What's Changed

• Update actions to current versions by @xadrianzetx in #42
• Update Python version used in format workflow by @xadrianzetx in #43
• Fix return types in mocked classes by @xadrianzetx in #47
• Avoid type bingo in suggest_categorical by @xadrianzetx in #46
• Add examples of optimization with timeout by @xadrianzetx in #48
• Default to multiprocessing backend when LocalCluster is used by @xadrianzetx in #49
• Use text as the key in license table by @xadrianzetx in #50
• Bump version to 0.2.0 by @xadrianzetx in #51

Full Changelog: v0.1.1...v0.2.0

v0.1.1

What's Changed

• Fix Python version in release workflow by @xadrianzetx in #40
• Minor improvements to README.md and friends by @xadrianzetx in #41

Full Changelog: v0.1.0...v0.1.1

v0.1.0

What's Changed

• Add basic test coverage to DistributedTrial by @xadrianzetx in #6
• Add bug report to issue templates by @xadrianzetx in #7
• Add feature request and general question templates by @xadrianzetx in #8
• Unpin Optuna after v3 release by @xadrianzetx in #9
• Tighten typing around MockOptimizationManager by @xadrianzetx in #10
• Fix outstanding typing issues by @xadrianzetx in #11
• Enforce mypy in CI by @xadrianzetx in #12
• Add basic test coverage to distributed optimization manager by @xadrianzetx in #13
• Allow distributed manager to timeout on message by @xadrianzetx in #17
• Add basic test coverage to local optimization manager by @xadrianzetx in #18
• Reset number of workers to spawn after pool has been resized by @xadrianzetx in #19
• Remove deprecated abstractproperty by @xadrianzetx in #20
• Simplify naming scheme of distributed study factory function by @xadrianzetx in #21
• Add catch functionality to distributed study by @xadrianzetx in #22
• Add missing defaults to n_trials and timeout in eventloop by @xadrianzetx in #23
• Move build system and project metadata definitions to pyproject.toml by @xadrianzetx in #26
• Setup package level logging by @xadrianzetx in #27
• Close progress bar after optimization is complete by @xadrianzetx in #28
• Provide distributable function via optimization managers by @xadrianzetx in #29
• Wrap objective function only when it's needed by @xadrianzetx in #30
• Interrupt long running trials when stop_optimization is called by @xadrianzetx in #31
• Task state based deduplication by @xadrianzetx in #32
• Use TYPE_CHECKING only where necessary by @xadrianzetx in #33
• Interrupt long running trials when stop_optimization is called (multiprocessing backend) by @xadrianzetx in #34
• Support optimization with timeout by @xadrianzetx in #35
• Cleanup and format pyproject.toml by @xadrianzetx in #36
• Fix project name by @xadrianzetx in #37
• Fancy terminal output by @xadrianzetx in #38
• Before 0.1.0 release by @xadrianzetx in #39

Full Changelog: https://github.com/xadrianzetx/optuna-distributed/commits/v0.1.0