Add support for Python 3.14

.github/workflows/integration.yml

@@ -14,13 +14,13 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13']
+        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13', '3.14']
         os: [ubuntu-latest, windows-latest]
         include:
           - os: macos-latest
             python-version: '3.9'
           - os: macos-latest
-            python-version: '3.13'
+            python-version: '3.14'
     steps:
     - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
@@ -34,7 +34,7 @@ jobs:
     - name: Run integration tests
       run: invoke integration
 
-    - if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.13
+    - if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.14
       name: Upload integration codecov report
       uses: codecov/codecov-action@v4
       with:

.github/workflows/minimum.yml

@@ -14,13 +14,13 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13']
+        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13', '3.14']
         os: [ubuntu-latest, windows-latest]
         include:
           - os: macos-latest
             python-version: '3.9'
           - os: macos-latest
-            python-version: '3.13'
+            python-version: '3.14'
     steps:
     - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}

.github/workflows/prepare_release.yml

@@ -28,7 +28,7 @@ jobs:
         run: |
             python -m pip install --upgrade pip
             python -m pip install requests==2.31.0
-            python -m pip install bandit==1.7.7
+            python -m pip install bandit==1.9.2
             python -m pip install packaging
             python -m pip install .[test]
 

.github/workflows/readme.yml

@@ -4,17 +4,17 @@ on:
   push:
   pull_request:
     types: [opened, reopened]
-    
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
-  
+
 jobs:
   readme:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13']
+        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13', '3.14']
         os: [ubuntu-latest, macos-latest]   # skip windows bc rundoc fails
     steps:
     - uses: actions/checkout@v4

.github/workflows/unit.yml

@@ -14,13 +14,13 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13']
+        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13', '3.14']
         os: [ubuntu-latest, windows-latest]
         include:
           - os: macos-latest
             python-version: '3.9'
           - os: macos-latest
-            python-version: '3.13'
+            python-version: '3.14'
     steps:
     - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
@@ -36,7 +36,7 @@ jobs:
     - name: Run Unit tests
       run: invoke unit
 
-    - if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.13
+    - if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.14
       name: Upload unit codecov report
       uses: codecov/codecov-action@v4
       with:

INSTALL.md

@@ -3,7 +3,7 @@
 ## Requirements
 
 **RDT** has been developed and tested on
-[Python 3.9, 3.10, 3.11, 3.12, and 3.13](https://www.python.org/downloads/)
+[Python 3.9, 3.10, 3.11, 3.12, 3.13 and 3.14](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

@@ -13,31 +13,36 @@ classifiers = [
     'Programming Language :: Python :: 3.11',
     'Programming Language :: Python :: 3.12',
     'Programming Language :: Python :: 3.13',
+    'Programming Language :: Python :: 3.14',
     'Topic :: Scientific/Engineering :: Artificial Intelligence',
 ]
 keywords = ['machine learning', 'synthetic data generation', 'benchmark', 'generative models']
 dynamic = ['version']
 license = { text = 'BSL-1.1' }
-requires-python = '>=3.9,<3.14'
+requires-python = '>=3.9,<3.15'
 readme = 'README.md'
 dependencies = [
     "numpy>=1.21.0;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' and python_version<'3.13'",
-    "numpy>=2.1.0;python_version>='3.13'",
+    "numpy>=2.1.0;python_version>='3.13' and python_version<'3.14'",
+    "numpy>=2.3.2;python_version>='3.14'",
     "pandas>=1.4.0;python_version<'3.11'",
     "pandas>=1.5.0;python_version>='3.11' and python_version<'3.12'",
     "pandas>=2.1.1;python_version>='3.12' and python_version<'3.13'",
-    "pandas>=2.2.3;python_version>='3.13'",
+    "pandas>=2.2.3;python_version>='3.13' and python_version<'3.14'",
+    "pandas>=2.3.3;python_version>='3.14'",
     "scipy>=1.7.3;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' and python_version<'3.13'",
-    "scipy>=1.14.1;python_version>='3.13'",
+    "scipy>=1.14.1;python_version>='3.13' and python_version<'3.14'",
+    "scipy>=1.16.1;python_version>='3.14'",
     "scikit-learn>=1.0.2;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' and python_version<'3.12'",
     "scikit-learn>=1.3.1;python_version>='3.12' and python_version<'3.13'",
-    "scikit-learn>=1.5.2;python_version>='3.13'",
+    "scikit-learn>=1.5.2;python_version>='3.13' and python_version<'3.14'",
+    "scikit-learn>=1.8.0;python_version>='3.14'",
     'Faker>=17, !=37.11.0',
     'python-dateutil>=2.9',
 ]
@@ -53,7 +58,10 @@ dependencies = [
 rdt = { main = 'rdt.cli.__main__:main' }
 
 [project.optional-dependencies]
-copulas = ['copulas>=0.12.1',]
+copulas = [
+    "copulas>=0.12.1;python_version<'3.14'",
+    "copulas>=0.14.0;python_version>='3.14'",
+]
 pyarrow = ['pyarrow>=17.0.0',]
 test = [
     'rdt[pyarrow]',

tasks.py

@@ -74,6 +74,8 @@ def _get_minimum_versions(dependencies, python_version):
                 (spec.version for spec in req.specifier if spec.operator in ('>=', '==')),
                 existing_version,
             )
+            if isinstance(new_version, str):
+                new_version = Version(new_version)
             if new_version > existing_version:
                 min_versions[req.name] = (
                     f'{req.name}=={new_version}'  # Change when a valid newer version is found