Add Python 3.12 support

.github/workflows/dependency_checker.yml

@@ -7,9 +7,9 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python 3.9
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: 3.9
     - name: Install dependencies

.github/workflows/integration.yml

@@ -10,12 +10,12 @@ 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
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies

.github/workflows/lint.yml

@@ -9,9 +9,9 @@ jobs:
   lint:
     runs-on: ubuntu-20.04
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v4
     - name: Set up Python 3.9
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: 3.9
     - name: Install dependencies

.github/workflows/minimum.yml

@@ -10,12 +10,12 @@ 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
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies

.github/workflows/readme.yml

@@ -10,12 +10,12 @@ 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
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies

.github/workflows/unit.yml

@@ -10,12 +10,12 @@ 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
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies

pyproject.toml

@@ -12,24 +12,27 @@ 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 = ['ctgan', 'CTGAN']
 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,<2;python_version>='3.10' and python_version<'3.12'",
+    "numpy>=1.26.0,<2;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'",
     "torch>=1.8.0;python_version<'3.10'",
     "torch>=1.11.0;python_version>='3.10' and python_version<'3.11'",
-    "torch>=2.0.0;python_version>='3.11'",
-    'tqdm>=4.15',
-    'rdt>=1.6.1',
+    "torch>=2.0.0;python_version>='3.11' and python_version<'3.12'",
+    "torch>=2.2.0;python_version>='3.12'",
+    'tqdm>=4.29,<5',
+    'rdt @ git+https://github.com/sdv-dev/RDT@issue-744-py12',
 ]
 
 [project.urls]
@@ -45,7 +48,7 @@ ctgan = { main = 'ctgan.cli.__main__:main' }
 [project.optional-dependencies]
 test = [
     'pytest>=3.4.2',
-    'pytest-rerunfailures>=9.1.1,<10',
+    'pytest-rerunfailures>=10.3,<15',
     'pytest-cov>=2.6.0',
     'rundoc>=0.4.3,<0.5',
     'pytest-runner >= 2.11.1',
@@ -58,7 +61,7 @@ dev = [
     'pip>=9.0.1',
     'build>=1.0.0,<2',
     'bump-my-version>=0.18.3,<1',
-    'watchdog>=0.8.3,<0.11',
+    'watchdog>=1.0.1,<5',
 
     # style check
     'flake8>=3.7.7,<4',

tasks.py

@@ -57,7 +57,7 @@ def _get_minimum_versions(dependencies, python_version):
     for dependency in dependencies:
         if '@' in dependency:
             name, url = dependency.split(' @ ')
-            min_versions[name] = f'{name} @ {url}'
+            min_versions[name] = f'{url}#egg={name}'
             continue
 
         req = Requirement(dependency)

tox.ini

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