v1.31.0

v1.31.0 May 14, 2024

• Enhancements
  • Add support for Python 3.12 (#2713)
• Fixes
  • Move flatten_list util function into feature_discovery module to fix import bug (#2702)
• Changes
  • Temporarily restrict Dask version (#2694)
  • Remove support for creating EntitySets from Dask or Pyspark dataframes (#2705)
  • Bump minimum versions of tqdm and pip in requirements files (#2716)
  • Use filter arg in call to tarfile.extractall to safely deserialize EntitySets (#2722)
• Testing Changes
  • Fix serialization test to work with pytest 8.1.1 (#2694)
  • Update to allow minimum dependency checker to run properly (#2709)
  • Update pull request check CI action (#2720)
  • Update release notes updated check CI action (#2726)

Thanks to the following people for contributing to this release:
@thehomebrewnerd

v1.30.0: fix release notes version for 1.30.0 (#2689)

v1.30.0 Feb 26, 2024

• Changes

  • Update min requirements for numpy, pandas and Woodwork (#2681)
  • Update release notes version for release (#2689)

• Testing Changes

  • Update make_ecommerce_entityset to work without Dask (#2677)

  Thanks to the following people for contributing to this release:
  @tamargrey, @thehomebrewnerd

v1.29.0

v1.29.0 Feb 16, 2024

warning:

This release of Featuretools will not support Python 3.8

• Fixes
  • Fix dependency issues (#2644, #2656)
  • Add workaround for pandas 2.2.0 bug with nunique and unpin pandas deps (#2657)
• Changes
  • Fix deprecation warnings with is_categorical_dtype (#2641)
  • Remove woodwork, pyarrow, numpy, and pandas pins for spark installation (#2661)
• Documentation Changes
  • Update Featuretools logo to display properly in dark mode (#2632)
  • Remove references to premium primitives while release isnt possible (:pr:2674)
• Testing Changes
  • Update tests for compatibility with new versions of holidays (#2636)
  • Update ruff to 0.1.6 and use ruff linter/formatter (#2639)
  • Update release.yaml to use trusted publisher for PyPI releases (#2646, #2653, #2654)
  • Update dependency checkers and tests to include Dask (#2658)
  • Fix the tests that run with Woodwork main so they can be triggered (#2657)
  • Fix minimum dependency checker action (#2664)
  • Fix Slack alert for tests with Woodwork main branch (#2668)

Thanks to the following people for contributing to this release:
@gsheni, @thehomebrewnerd, @tamargrey, @LakshmanKishore

v1.28.0

v1.28.0 Oct 26, 2023

• Fixes
  • Fix bug with default value in PercentTrue primitive (#2627)
• Changes
  • Refactor featuretools/tests/primitive_tests/utils.py to leverage list comprehensions for improved Pythonic quality (#2607)
  • Refactor can_stack_primitive_on_inputs (#2522)
  • Update s3 bucket for docs image (#2593)
  • Temporarily restrict pandas max version to <2.1.0 and pyarrow to <13.0.0 (#2609)
  • Update for compatibility with pandas version 2.1.0 and remove pandas upper version restriction (#2616)
• Documentation Changes
  • Fix badge on README for tests (#2598)
  • Update readthedocs config to use build.os (#2601)
• Testing Changes
  • Update airflow looking glass performance tests workflow (#2615)
  • Removed old performance testing workflow (#2620)

Thanks to the following people for contributing to this release:
@gsheni, @petejanuszewski1, @thehomebrewnerd, @tosemml

v1.27.0

v1.27.0 Jul 24, 2023

• Enhancements
  • Add support for Python 3.11 (#2583)
  • Add support for pandas v2.0 (#2585)
• Changes
  • Remove natural language primitives add-on (#2570)
  • Updates to address various warnings (#2589)
• Testing Changes
  • Run looking glass performance tests on merge via Airflow (#2575)

Thanks to the following people for contributing to this release:
@gsheni, @petejanuszewski1, @sbadithe, @thehomebrewnerd

v1.26.0

v1.26.0 Apr 27, 2023

• Enhancements
  • Introduce New Single-Table DFS Algorithm (#2516). This includes experimental functionality and is not officially supported.
  • Add premium primitives install command (#2545)
• Fixes
  • Fix Description of DaysInMonth (#2547)
• Changes
  • Make Dask an optional dependency (#2560)

Thanks to the following people for contributing to this release:
@dvreed77, @gsheni, @thehomebrewnerd

v1.25.0

v1.24.0 Apr 13, 2023

• Enhancements

  • Add MaxCount, MedianCount, MaxMinDelta, NUniqueDays, NMostCommonFrequency,
    NUniqueDaysOfCalendarYear, NUniqueDaysOfMonth, NUniqueMonths,
    NUniqueWeeks, IsFirstWeekOfMonth (#2533)
  • Add HasNoDuplicates, NthWeekOfMonth, IsMonotonicallyDecreasing, IsMonotonicallyIncreasing,
    IsUnique (#2537)

• Changes

  • Restrict pandas to < 2.0.0 (#2533)
  • Upgrade minimum pandas to 1.5.0 (#2537)
  • Removed the Correlation and AutoCorrelation primitive as these could lead to data leakage (#2537)
  • Remove IntegerNullable support for Kurtosis primitive (#2537)

  Thanks to the following people for contributing to this release:
  @gsheni

v1.24.0

v1.24.0 Mar 29, 2023

• Enhancements
  • Add AverageCountPerUnique, CountryCodeToContinent, FileExtension, FirstLastTimeDelta, SavgolFilter, CumulativeTimeSinceLastFalse, CumulativeTimeSinceLastTrue, PercentChange, PercentUnique (#2485)
  • Add FullNameToFirstName, FullNameToLastName, FullNameToTitle, AutoCorrelation, Correlation, DateFirstEvent (#2526)
  • Add Kurtosis, MinCount, NumFalseSinceLastTrue, NumPeaks, NumTrueSinceLastFalse, NumZeroCrossings (#2514)
• Fixes
  • Pin github-action-check-linked-issues to 1.4.5 (#2497)
  • Support Woodwork's update numeric inference (integers as strings) (#2505)
  • Update SubtractNumeric Primitive with commutative class property (#2527)
• Changes
  • Separate Makefile command for core requirements, test requirements and dev requirements (#2518)

Thanks to the following people for contributing to this release:
@dvreed77, @gsheni, @ozzieD

v1.23.0

v1.23.0 Feb 15, 2023

• Changes
  • Change TotalWordLength and UpperCaseWordCount to return IntegerNullable (#2474)
• Testing Changes
  • Add GitHub Actions cache to speed up workflows (#2475)
  • Fix latest dependency checker install command (#2476)
  • Add pull request check for linked issues to CI workflow (#2477, #2481)
  • Remove make package from lint workflow (#2479)

Thanks to the following people for contributing to this release:
@dvreed77, @gsheni, @sbadithe

v1.22.0

• Enhancements

  • Add AbsoluteDiff, SameAsPrevious, Variance, Season, UpperCaseWordCount transform primitives (#2460)

• Fixes

  • Fix bug with consecutive spaces in NumWords (#2459)
  • Fix for compatibility with holidays v0.19.0 (#2471)

• Changes

  • Specify black and ruff config arguments in pre-commit-config (#2456)
  • NumCharacters returns null given null input (#2463)

• Documentation Changes

  • Update release.md with instructions for launching Looking Glass performance test runs (#2461)
  • Pin jupyter-client==7.4.9 to fix broken documentation build (#2463)
  • Unpin jupyter-client documentation requirement (#2468)

• Testing Changes

  • Add test suites for NumWords and NumCharacters primitives (#2459, #2463)

  Thanks to the following people for contributing to this release:
  @gsheni, @rwedge, @sbadithe, @thehomebrewnerd