Release v0.30.1

[chukarsten]

v0.30.1 Aug. 12, 2021

Enhancements

• Added DatetimeFormatDataCheck for time series problems DatetimeFormatDataCheck for equal interval and sorting #2603
• Added ProphetRegressor to estimators Add Prophet Regressor #2242
• Updated ComponentGraph to handle not calling samplers' transform during predict, and updated samplers' transform methods s.t. fit_transform is equivalent to fit(X, y).transform(X, y) Update ComponentGraph to handle not calling transform during predict, and update samplers' transform methods s.t. fit_transform is equivalent to fit(X, y).transform(X, y) #2583
• Updated ComponentGraph _validate_component_dict logic to be stricter about input values Update ComponentGraph _validate_component_dict logic #2599
• Patched bug in xgboost estimators where predicting on a feature matrix of only booleans would throw an exception. Convert Boolean features to Integer in XGBoost estimators #2602
• Updated ARIMARegressor to use relative forecasting to predict values Support relative forecasting for ARIMA #2613
• Updated to support Woodwork 0.5.1 Updates to support Woodwork 0.5.1 #2610

Fixes

• Updated get_best_sampler_for_data to consider all non-numeric datatypes as categorical for SMOTE Fix SMOTE Oversampler #2590
• Fixed inconsistent test results from TargetDistributionDataCheck Fix Inconsistent Test Outcome from TargetDistributionDataCheck #2608

Changes

• Renamed SMOTE samplers to SMOTE oversampler Rename SMOTE samplers to SMOTE oversampler #2595
• Changed partial_dependence and graph_partial_dependence to raise a PartialDependenceError instead of ValueError. This is not a breaking change because PartialDependenceError is a subclass of ValueError Raise a custom exception for partial dependence errors #2604
• Cleaned up code duplication in ComponentGraph Clean up ComponentGraph implementation #2612

Documentation Changes

• To avoid local docs build error, only add warning disable and download headers on ReadTheDocs builds, not locally Only add docs build files if ipython 'startup' profile exists #2617

Testing Changes

• Changed the lint CI job to only check against python 3.9 via the -t flag Lint against python 3.9 only #2586
• Installed Prophet in linux nightlies test and fixed test_all_components Install prophet during linux nightlies #2598
• Refactored and fixed all make_pipeline tests to assert correct order and address new Woodwork Unknown type inference Refactor and fix make_pipeline tests to assert correct order and address new Woodwork Unknown type #2572
• Removed component_graphs as a global variable in test_component_graphs.py Remove component_graphs as a global variable in test_component_graphs.py #2609

Breaking Changes

• Renamed SMOTE samplers to SMOTE oversampler. Please use SMOTEOversampler, SMOTENCOversampler, SMOTENOversampler instead of SMOTESampler, SMOTENCSampler, and SMOTENSampler Rename SMOTE samplers to SMOTE oversampler #2595

[codecov]

Codecov Report

Merging #2623 (5e16f31) into main (948e3b4) will not change coverage.
The diff coverage is 100.0%.

@@          Coverage Diff          @@
##            main   #2623   +/-   ##
=====================================
  Coverage   99.9%   99.9%           
=====================================
  Files        297     297           
  Lines      27071   27071           
=====================================
  Hits       27027   27027           
  Misses        44      44           

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

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[dsherry]

Approved once perf tests are good to go!