Support Python 3.12

.github/workflows/integration.yml

@@ -10,10 +10,10 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
         os: [ubuntu-latest, macos-latest, windows-latest]
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v2
       with:

.github/workflows/lint.yml

@@ -9,7 +9,7 @@ jobs:
   lint:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v4
     - name: Set up Python 3.9
       uses: actions/setup-python@v2
       with:

.github/workflows/minimum.yml

@@ -10,10 +10,10 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
         os: [ubuntu-latest, macos-latest, windows-latest]
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v2
       with:

.github/workflows/readme.yml

@@ -10,10 +10,10 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
         os: [ubuntu-latest, macos-latest]   # skip windows bc rundoc fails
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v2
       with:

.github/workflows/unit.yml

@@ -10,10 +10,10 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
         os: [ubuntu-latest, macos-latest, windows-latest]
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v2
       with:

INSTALL.md

@@ -3,7 +3,7 @@
 ## Requirements
 
 **RDT** has been developed and tested on
-[Python 3.8, 3.9, 3.10 and 3.11](https://www.python.org/downloads/)
+[Python 3.8, 3.9, 3.10, 3.11 and 3.12](https://www.python.org/downloads/)
 
 Also, although it is not strictly required, the usage of a [virtualenv](
 https://virtualenv.pypa.io/en/latest/) is highly recommended in order to avoid

pyproject.toml

@@ -12,24 +12,28 @@ classifiers = [
     'Programming Language :: Python :: 3.9',
     'Programming Language :: Python :: 3.10',
     'Programming Language :: Python :: 3.11',
+    'Programming Language :: Python :: 3.12',
     'Topic :: Scientific/Engineering :: Artificial Intelligence',
 ]
 keywords = ['machine learning', 'synthetic data generation', 'benchmark', 'generative models']
 dynamic = ['version']
 license = { text = 'BSL-1.1' }
-requires-python = '>=3.8,<3.12'
+requires-python = '>=3.8,<3.13'
 readme = 'README.md'
 dependencies = [
     "numpy>=1.20.0;python_version<'3.10'",
-    "numpy>=1.23.3;python_version>='3.10'",
+    "numpy>=1.23.3;python_version>='3.10' and python_version<'3.12'",
+    "numpy>=1.26.0;python_version>='3.12'",
     "pandas>=1.1.3;python_version<'3.10'",
     "pandas>=1.3.4;python_version>='3.10' and python_version<'3.11'",
     "pandas>=1.5.0;python_version>='3.11'",
     "scipy>=1.5.4;python_version<'3.10'",
-    "scipy>=1.9.2;python_version>='3.10'",
+    "scipy>=1.9.2;python_version>='3.10' and python_version<'3.12'",
+    "scipy>=1.12.0;python_version>='3.12'",
     "scikit-learn>=0.24;python_version<'3.10'",
     "scikit-learn>=1.1.0;python_version>='3.10' and python_version<'3.11'",
-    "scikit-learn>=1.1.3;python_version>='3.11'",
+    "scikit-learn>=1.1.3;python_version>='3.11' and python_version<'3.12'",
+    "scikit-learn>=1.3.0;python_version>='3.12'",
     'Faker>=17',
 ]
 
@@ -44,7 +48,7 @@ dependencies = [
 rdt = { main = 'rdt.cli.__main__:main' }
 
 [project.optional-dependencies]
-copulas = ['copulas>=0.10.0',]
+copulas = ['copulas@git+https://[email protected]/sdv-dev/copulas.git',]
 test = [
     'rdt[copulas]',
 
@@ -63,7 +67,7 @@ dev = [
     'build>=1.0.0,<2',
     'bump-my-version>=0.18.3,<1',
     'pip>=9.0.1',
-    'watchdog>=0.8.3,<0.11',
+    'watchdog>=1.0.1,<5',
 
     # style check
     'pycodestyle<2.8.0,>=2.7.0',
@@ -133,7 +137,6 @@ namespaces = false
     '*.png',
     '*.gif'
 ]
-'tests' = ['*']
 
 [tool.setuptools.exclude-package-data]
 '*' = [

rdt/__init__.py

@@ -10,12 +10,12 @@
 
 import sys
 import warnings
+from importlib.metadata import entry_points
 from operator import attrgetter
 from types import ModuleType
 
 import numpy as np
 import pandas as pd
-from pkg_resources import iter_entry_points
 
 from rdt import transformers
 from rdt.hyper_transformer import HyperTransformer
@@ -149,7 +149,13 @@ def _find_addons():
     from top_module.addon_module import x
     """
     group = 'rdt_modules'
-    for entry_point in iter_entry_points(group=group):
+    try:
+        eps = entry_points(group=group)  # pylint: disable=E1123
+    except TypeError:
+        # Load-time selection requires Python >= 3.10 or importlib_metadata >= 3.6
+        eps = entry_points().get(group, [])
+
+    for entry_point in eps:
         try:
             addon = entry_point.load()
         except Exception:  # pylint: disable=broad-exception-caught

tests/unit/test___init__.py

@@ -56,7 +56,7 @@ def test_get_demo_many_rows():
     pd.testing.assert_frame_equal(demo, expected)
 
 
-@patch.object(rdt, 'iter_entry_points')
+@patch.object(rdt, 'entry_points')
 def test__find_addons_module(entry_points_mock, mock_rdt):
     """Test loading an add-on."""
     # Setup
@@ -75,7 +75,25 @@ def test__find_addons_module(entry_points_mock, mock_rdt):
     assert sys.modules['rdt.submodule.entry_name'] == add_on_mock
 
 
-@patch.object(rdt, 'iter_entry_points')
+@patch.object(rdt, 'entry_points')
+def test__find_addons_type_error(entry_points_mock):
+    """Test it when entry_points raises a TypeError (happens for py38, py39)."""
+    # Setup
+    def side_effect(arg=None):
+        if arg == 'rdt_modules':
+            raise TypeError()
+        return {arg: []}
+
+    entry_points_mock.side_effect = side_effect
+
+    # Run
+    _find_addons()
+
+    # Assert
+    entry_points_mock.assert_called_with()
+
+
+@patch.object(rdt, 'entry_points')
 def test__find_addons_object(entry_points_mock, mock_rdt):
     """Test loading an add-on."""
     # Setup
@@ -93,7 +111,7 @@ def test__find_addons_object(entry_points_mock, mock_rdt):
 
 
 @patch('warnings.warn')
-@patch('rdt.iter_entry_points')
+@patch('rdt.entry_points')
 def test__find_addons_bad_addon(entry_points_mock, warning_mock):
     """Test failing to load an add-on generates a warning."""
     # Setup
@@ -116,7 +134,7 @@ def entry_point_error():
 
 
 @patch('warnings.warn')
-@patch('rdt.iter_entry_points')
+@patch('rdt.entry_points')
 def test__find_addons_wrong_base(entry_points_mock, warning_mock):
     """Test incorrect add-on name generates a warning."""
     # Setup
@@ -137,7 +155,7 @@ def test__find_addons_wrong_base(entry_points_mock, warning_mock):
 
 
 @patch('warnings.warn')
-@patch('rdt.iter_entry_points')
+@patch('rdt.entry_points')
 def test__find_addons_missing_submodule(entry_points_mock, warning_mock):
     """Test incorrect add-on name generates a warning."""
     # Setup
@@ -158,7 +176,7 @@ def test__find_addons_missing_submodule(entry_points_mock, warning_mock):
 
 
 @patch('warnings.warn')
-@patch('rdt.iter_entry_points')
+@patch('rdt.entry_points')
 def test__find_addons_module_and_object(entry_points_mock, warning_mock):
     """Test incorrect add-on name generates a warning."""
     # Setup
@@ -179,7 +197,7 @@ def test__find_addons_module_and_object(entry_points_mock, warning_mock):
 
 
 @patch('warnings.warn')
-@patch.object(rdt, 'iter_entry_points')
+@patch.object(rdt, 'entry_points')
 def test__find_addons_missing_object(entry_points_mock, warning_mock, mock_rdt):
     """Test incorrect add-on name generates a warning."""
     # Setup

tox.ini

@@ -1,5 +1,5 @@
 [tox]
-envlist = py39-lint, py39-performance, py3{8,9,10,11}-{readme,unit,integration,minimum}
+envlist = py39-lint, py39-performance, py3{8,9,10,11,12}-{readme,unit,integration,minimum}
 
 [testenv]
 skipsdist = false