Merge pull request #1374 from john-sandall/feat/python312-support

Update package for Python 3.12

Author: jay-m-dev

.github/workflows/tests.yml

@@ -10,7 +10,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-        python-version: ['3.10']
+        python-version: ['3.10', '3.11', '3.12']
 
     steps:
     - uses: actions/checkout@v2

README.md

@@ -77,7 +77,7 @@ conda activate tpotenv
 
 ### Packages Used
 
-python version <3.12
+python version >=3.10, <3.13
 numpy
 scipy
 scikit-learn

docs/installation.md

@@ -9,7 +9,7 @@ We recommend using conda environments for installing TPOT, though it would work
 [More information on making anaconda environments found here.](https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html)
 
 ```
-conda create --name tpotenv python=3.10
+conda create --name tpotenv python=3.12
 conda activate tpotenv
 ```
 

requirements_dev.txt

@@ -2,4 +2,5 @@ flake8==6.0.0
 tox==4.4.12
 pytest==7.3.0
 pytest-cov==4.0.0
-mypy==1.2.0
+mypy==1.2.0
+setuptools

setup.py

@@ -13,7 +13,7 @@ def calculate_version():
 
 setup(
     name='TPOT',
-    python_requires='>=3.10, <3.12', #for configspace compatibility
+    python_requires='>=3.10, <3.13',
     version=package_version,
     author='Pedro Ribeiro',
     packages=find_packages(),
@@ -60,6 +60,8 @@ def calculate_version():
         'Intended Audience :: Science/Research',
         'License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)',
         'Programming Language :: Python :: 3.10',
+        'Programming Language :: Python :: 3.11',
+        'Programming Language :: Python :: 3.12',
         'Topic :: Scientific/Engineering :: Artificial Intelligence'
     ],
     keywords=['pipeline optimization', 'hyperparameter optimization', 'data science', 'machine learning', 'genetic programming', 'evolutionary computation'],

tox.ini

@@ -2,12 +2,14 @@
 minversion = 3.28.0
 # flake8 and mypy outputs severla errors, so we disable them for now
 # envlist = py310, flake8, mypy
-envlist = py310
+envlist = py310, py311, py312
 isolated_build = true
 
 [gh-actions]
 python =
     3.10: py310
+    3.11: py311
+    3.12: py312
     # 3.10: py310, flake8, mypy
 
 [testenv]

tpot/config/tests/test_get_configspace.py

@@ -1,5 +1,6 @@
 import pytest
 import tpot
+import sys
 from sklearn.datasets import load_iris
 import random
 import sklearn
@@ -24,6 +25,7 @@ def test_loop_through_all_hyperparameters():
             estnode = estnode_gen.generate()
             est = estnode.export_pipeline()
 
+@pytest.mark.skipif(sys.platform == 'darwin', reason="sklearnex dependency not available on macOS")
 def test_loop_through_groupnames():
 
     n_classes=3