v0.55.0

v0.55.0 Jul. 28, 2022

Enhancements

• Increased the amount of logical type information passed to Woodwork when calling ww.init() in transformers #3604
• Added ability to log how long each batch and pipeline take in automl.search() #3577
• Added the option to set the sp parameter for ARIMA models #3597
• Updated the CV split size of time series problems to match forecast horizon for improved performance #3616

Fixes

• Fixed iterative graphs not appearing in documentation #3592
• Updated the load_diabetes() method to account for scikit-learn 1.1.1 changes to the dataset #3591
• Capped woodwork version at < 0.17.0 #3612
• Bump minimum scikit-optimize version to 0.9.0 `#3614

Changes

• Add pre-commit hooks for linting #3608
• Implemented a lower threshold and window size for the TimeSeriesRegularizer and DatetimeFormatDataCheck #3627

Documentation Changes

Testing Changes

• Pinned GraphViz version for Windows CI Test #3596
• Removed pytest.mark.skip_if_39 pytest marker #3602 #3607
• Refactored test cases that iterate over all components to use pytest.mark.parametrise and changed the corresponding if...continue blocks to pytest.mark.xfail #3622