Release v0.69.0

[chukarsten]

v0.69.0 Mar. 15, 2023

Enhancements

• Move black to regular dependency and use it for generate_pipeline_code Use black to format pipeline code #4005
• Implement generate_pipeline_example Implement generate_pipeline_example #4023
• Add new downcast utils for component-specific nullable type handling and begin implementation on objective and component base classes Add-handling-utils #4024
• Add nullable type incompatibility properties to the components that need them Add nullable type incompatibility properties to the components that have them #4031
• Add get_evalml_requirements_file Add get_evalml_requirements_file #4034
• Pipelines with DFS Transformers will run fast permutation importance if DFS features pre-exist add logic to speed up permutation feature importance #4037
• Add get_prediction_intervals() at the pipeline level Add get_prediction_intervals() at the pipeline level #4052

Fixes

• Fixed generate_pipeline_example erroring out for pipelines with a DFSTransformer Fix pipeline example erroring out on DFS #4059
• Remove nullable types handling for OverSampler Remove oversampling nullable handling #4064

Changes

• Uncapped pmdarima and updated minimum version Uncapped pmdarima and updated minimum version #4027
• Increase min catboost to 1.1.1 and xgboost to 1.7.0 to add nullable type support for those estimators increase min catboost and xgboost versions for nullable type support #3996
• Unpinned networkx and updated minimum version Update networkx version #4035
• Increased scikit-learn version to 1.2.2 Remove oversampling nullable handling #4064
• Capped max holidays version to 0.21 Remove oversampling nullable handling #4064
• Stop allowing knn as a boolean impute strategy Dont allow knn as boolean impute strategy #4058
• Capped nbsphinx at < 0.9.0 Cap nb sphinx #4071

Testing Changes

• Use release.yaml for performance tests on merge to main Change to use release.yaml #4007
• Pin github-action-check-linked-issues at v1.4.5 Pin version github-action-check-linked-issues version #4042
• Updated tests to support Woodwork's object dtype inference for numeric columns Make EvalML compatible with Woodwork changes #4066
• Updated TargetLeakageDataCheck tests to handle boolean targets properly Make EvalML compatible with Woodwork changes #4066

[codecov]

Codecov Report

Merging #4078 (34d9518) into main (20d5b2c) will increase coverage by 99.7%.
The diff coverage is 100.0%.

@@           Coverage Diff           @@
##           main   #4078      +/-   ##
=======================================
+ Coverage      0   99.7%   +99.7%     
=======================================
  Files         0     349     +349     
  Lines         0   37559   +37559     
=======================================
+ Hits          0   37441   +37441     
- Misses        0     118     +118     

Impacted Files	Coverage Δ
evalml/__init__.py	100.0% <100.0%> (ø)

... and 348 files with indirect coverage changes

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