v0.21.9

IssueID #5630: v0.21.9

- Adding new version based on blue-yonder/tsfresh-v0.21.0
- Added new baseline
- Hardcoded TSFRESH_BASELINE_VERSION = '0.21.9' in tests

Added:
tests/baseline/last_run.0.21.9.py3.data.json.features.transposed.csv
tests/baseline/tsfresh-0.21.9.py3.data.json.features.transposed.csv
Modified:
.gitignore
AUTHORS.rst
CHANGES.rst
README.md
docs/text/how_to_contribute.rst
setup.cfg
tests/baseline/tsfresh_features_test.py
tsfresh/feature_extraction/feature_calculators.py

Author: earthgecko

.github/workflows/benchmark_default_branch.yml

@@ -61,3 +61,9 @@ tsfresh/notebooks/data/
 # dask
 dask-worker-space
 dask-worker-space/
+
+# python version files
+.python_version
+
+# tox log files
+.tox

.github/workflows/test.yml

@@ -58,6 +58,7 @@ Contributions
 - HaveF
 - He Kaisheng
 - Henry Swaffield
+- Igor Pechersky
 - J. Kleint
 - James Myatt
 - Jean-Francois Zinque
@@ -91,6 +92,7 @@ Contributions
 - Roman Yurchak
 - Roy Wedge
 - Sarius2009
+- Scott Simmons
 - Sean M. Law
 - Sergey Shepelev
 - Soledad Galli

.github/workflows/test_all.yml

@@ -4,6 +4,20 @@ Changelog
 
 tsfresh uses `Semantic Versioning <http://semver.org/>`_
 
+Version 0.21.9 - earthgecko/tsfresh based on blue-yonder/tsfresh-v0.21.0
+========================================================================
+- Updated version for Skyline compatibility
+
+Version 0.21.0
+==============
+- Breaking Change
+    - Drop support for python 3.7 and 3.8 (#1100)
+- Bugfixes/Typos/Documentation:
+    - Fix incompatibility with scipy versions 1.15 and higher by relying on the
+      ``pywavelets`` package for cwt (#1097)
+    - Improve code quality of feature extractors (#1103)
+    - Improve developer experience with tox, bisect and docker (#1093, #994, #1102)
+
 Version 0.20.3-skyline - earthgecko/tsfresh based on blue-yonder/tsfresh-v0.20.3
 ================================================================================
 

.gitignore

@@ -30,6 +30,7 @@ Version mappings to which blueyonder/tsfresh the earthgecko/tsfresh version is b
 blueyonder/tsfresh-v0.17.1 -> earthgecko/tsfresh-v0-17.9
 blueyonder/tsfresh-v0.20.0 -> earthgecko/tsfresh-v0-19.1
 blueyonder/tsfresh-v0.20.3 -> earthgecko/tsfresh-v0-20.3-skyline
+blueyonder/tsfresh-v0.21.0 -> earthgecko/tsfresh-v0-21.9
 
 It must be noted that the results of the features calculations will change in decimal precision or decimal values
 between Python versions, library versions and even machines.  These changes are acceptable from a Skyline perspective and are

AUTHORS.rst

@@ -67,6 +67,29 @@ you have to:
     pytest
 
 
+To test changes across multiple versions of Python, run:
+
+
+.. code::
+
+    tox -r -p auto
+
+
+This will execute tests for the Python versions specified in `setup.cfg <https://github.com/blue-yonder/tsfresh/blob/main/setup.cfg>`_ using the `envlist` variable. For example, if `envlist` is set to `py37, py38`, the test suite will run for Python 3.7 and 3.8 on the local development platform, assuming the binaries for those versions are available locally. The exact Python microversions (e.g. `3.7.1` vs `3.7.2`) depend on what is installed on the local development machine.
+
+A recommended way to manage multiple Python versions when testing locally is with `pyenv`, which enables organized installation and switching between versions.
+
+In addition to running tests locally, you can also run them in a Dockerized testing environment:
+
+
+.. code::
+
+   make test-all-testenv
+
+
+This command will initially take some time. However subsequent invokations will be faster, and testing this way ensures a clean, consistent test environment, regardless of your local setup.
+
+
 Documentation
 '''''''''''''
 
@@ -90,3 +113,9 @@ We use black and isort for styling. They are automatically triggered on every co
 
 
 We are looking forward to hear from you! =)
+
+
+PR Descriptions
+'''''''''''''''
+
+The PR should have a clear and descriptive title, along with a detailed description of the changes made, the problem being addressed, and any relevant tips for reviewers. An example of what this might look like is `here. <https://github.com/blue-yonder/tsfresh/pull/994#issue-1509962136>`_

CHANGES.rst

@@ -14,10 +14,10 @@ classifier =
     Development Status :: 4 - Beta
     Programming Language :: Python
     Programming Language :: Python :: 3
-    Programming Language :: Python :: 3.7
-    Programming Language :: Python :: 3.8
     Programming Language :: Python :: 3.9
     Programming Language :: Python :: 3.10
+    Programming Language :: Python :: 3.11
+    Programming Language :: Python :: 3.12
     Programming Language :: Python :: 3 :: Only
     Operating System :: Unix
     Operating System :: Microsoft :: Windows
@@ -41,13 +41,14 @@ install_requires =
     scipy>=1.2.0;python_version<'3.10'
     statsmodels>=0.13
     patsy>=0.4.1
+    pywavelets
     scikit-learn>=0.22.0
     tqdm>=4.10.0
     stumpy>=1.7.2
     cloudpickle
 
 # Require a specific Python version, e.g. Python 2.7 or >= 3.4
-python_requires = >= 3.7
+python_requires = >= 3.9
 
 [options.packages.find]
 where = .
@@ -140,3 +141,23 @@ max-line-length = 120
 # This will be used when updating. Do not change!
 version = 3.2.3
 package = tsfresh
+
+[tox:tox]
+# Tox global conifguration options
+minversion = 4.0.0
+# Which python versions to test for
+envlist = py39, py310, py311, py312
+# Don't throw an error if a specific version of python is not installed
+skip_missing_interpreters = True
+# Ensure that tox uses a virtual environment to build a source distribution
+isolated_build = True
+
+# Tox configuration options for each version of python
+[testenv]
+commands =
+    # display the python version that tests are being run on
+    python -V
+    # install package requirements before running tests
+    python -m pip install .[testing]
+    # run the tests
+    python -m pytest tests/