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rwedgerwedge
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Support python 3.13 (#721)
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‎.github/workflows/integration.yml

+9-3
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@@ -14,13 +14,13 @@ jobs:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
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python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
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os: [ubuntu-latest, windows-latest]
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include:
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- os: macos-latest
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python-version: '3.8'
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- os: macos-latest
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python-version: '3.12'
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python-version: '3.13'
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}
@@ -32,10 +32,16 @@ jobs:
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run: |
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brew install libomp
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echo 'export DYLD_LIBRARY_PATH=$(brew --prefix libomp)/lib:$DYLD_LIBRARY_PATH' >> $GITHUB_ENV
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- name: Install dependencies
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- if: matrix.python-version != 3.13
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name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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python -m pip install invoke .[pomegranate,xgboost,test]
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- if: matrix.python-version == 3.13
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name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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python -m pip install invoke .[xgboost,test]
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- name: Run integration tests
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run: invoke integration
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‎.github/workflows/minimum.yml

+2-2
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@@ -14,13 +14,13 @@ jobs:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
17+
python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
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os: [ubuntu-latest, windows-latest]
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include:
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- os: macos-latest
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python-version: '3.8'
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- os: macos-latest
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python-version: '3.12'
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python-version: '3.13'
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}

‎.github/workflows/readme.yml

+1-1
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@@ -10,7 +10,7 @@ jobs:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
13-
python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
13+
python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
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os: [ubuntu-latest, macos-latest] # skip windows bc rundoc fails
1515
steps:
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- uses: actions/checkout@v4

‎.github/workflows/unit.yml

+3-3
Original file line numberDiff line numberDiff line change
@@ -14,13 +14,13 @@ jobs:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
17-
python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
17+
python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
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os: [ubuntu-latest, windows-latest]
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include:
2020
- os: macos-latest
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python-version: '3.8'
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- os: macos-latest
23-
python-version: '3.12'
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python-version: '3.13'
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}
@@ -39,7 +39,7 @@ jobs:
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- name: Run unit tests
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run: invoke unit
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42-
- if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.12
42+
- if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.13
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name: Upload unit codecov report
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uses: codecov/codecov-action@v4
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with:

‎INSTALL.md

+1-1
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@@ -2,7 +2,7 @@
22

33
## Requirements
44

5-
**SDMetrics** has been developed and tested on [Python 3.8, 3.9, 3.10, 3.11 and 3.12](https://www.python.org/downloads/)
5+
**SDMetrics** has been developed and tested on [Python 3.8, 3.9, 3.10, 3.11, 3.12 and 3.13](https://www.python.org/downloads/)
66

77
Also, although it is not strictly required, the usage of a [virtualenv](
88
https://virtualenv.pypa.io/en/latest/) is highly recommended in order to avoid

‎pyproject.toml

+13-7
Original file line numberDiff line numberDiff line change
@@ -13,27 +13,32 @@ classifiers = [
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'Programming Language :: Python :: 3.10',
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'Programming Language :: Python :: 3.11',
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'Programming Language :: Python :: 3.12',
16+
'Programming Language :: Python :: 3.13',
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]
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keywords = ['sdmetrics', 'sdmetrics', 'SDMetrics']
1819
dynamic = ['version']
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license = { text = 'MIT license' }
20-
requires-python = ">=3.8,<3.13"
21+
requires-python = ">=3.8,<3.14"
2122
readme = 'README.md'
2223
dependencies = [
2324
"numpy>=1.21.0;python_version<'3.10'",
2425
"numpy>=1.23.3;python_version>='3.10' and python_version<'3.12'",
25-
"numpy>=1.26.0;python_version>='3.12'",
26+
"numpy>=1.26.0;python_version>='3.12' and python_version<'3.13'",
27+
"numpy>=2.1.0;python_version>='3.13'",
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"pandas>=1.4.0;python_version<'3.11'",
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"pandas>=1.5.0;python_version>='3.11' and python_version<'3.12'",
28-
"pandas>=2.1.1;python_version>='3.12'",
30+
"pandas>=2.1.1;python_version>='3.12' and python_version<'3.13'",
31+
"pandas>=2.2.3;python_version>='3.13'",
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"scikit-learn>=1.0.2;python_version<'3.10'",
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"scikit-learn>=1.1.0;python_version>='3.10' and python_version<'3.11'",
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"scikit-learn>=1.1.3;python_version>='3.11' and python_version<'3.12'",
32-
"scikit-learn>=1.3.1;python_version>='3.12'",
35+
"scikit-learn>=1.3.1;python_version>='3.12' and python_version<'3.13'",
36+
"scikit-learn>=1.5.2;python_version>='3.13'",
3337
"scipy>=1.7.3;python_version<'3.10'",
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"scipy>=1.9.2;python_version>='3.10' and python_version<'3.12'",
35-
"scipy>=1.12.0;python_version>='3.12'",
36-
'copulas>=0.11.0',
39+
"scipy>=1.12.0;python_version>='3.12' and python_version<'3.13'",
40+
"scipy>=1.14.1;python_version>='3.13'",
41+
'copulas>=0.12.1',
3742
'tqdm>=4.29',
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'plotly>=5.19.0',
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]
@@ -52,7 +57,8 @@ sdmetrics = { main = 'sdmetrics.cli.__main__:main' }
5257
torch = [
5358
"torch>=1.8.0;python_version<'3.10'",
5459
"torch>=2.0.0;python_version>='3.10' and python_version<'3.12'",
55-
"torch>=2.2.0;python_version>='3.12'",
60+
"torch>=2.2.0;python_version>='3.12' and python_version<'3.13'",
61+
"torch>=2.6.0;python_version>='3.13'",
5662
]
5763
pomegranate = ['pomegranate>=0.15,<1.0']
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xgboost = ['xgboost>=2.1.3']

‎sdmetrics/single_table/bayesian_network.py

+2-1
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@@ -20,7 +20,8 @@ def _likelihoods(cls, real_data, synthetic_data, metadata=None, structure=None):
2020
from pomegranate import BayesianNetwork
2121
except ImportError:
2222
raise ImportError(
23-
'Please install pomegranate with `pip install sdmetrics[pomegranate]`'
23+
'Please install pomegranate with `pip install sdmetrics[pomegranate]`. '
24+
'Python 3.13 is not supported.'
2425
)
2526

2627
real_data, synthetic_data, metadata = cls._validate_inputs(

‎tests/unit/single_table/test_bayesian_network.py

+2-2
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@@ -24,7 +24,7 @@ def test_compute(self, bad_pomegranate):
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metric = BNLikelihood()
2525

2626
# Act and Assert
27-
expected_message = r'Please install pomegranate with `pip install sdmetrics\[pomegranate\]`'
27+
expected_message = r'Please install pomegranate with `pip install sdmetrics\[pomegranate\]`\. Python 3\.13 is not supported\.'
2828
with pytest.raises(ImportError, match=expected_message):
2929
metric.compute(Mock(), Mock())
3030

@@ -36,6 +36,6 @@ def test_compute(self, bad_pomegranate):
3636
metric = BNLogLikelihood()
3737

3838
# Act and Assert
39-
expected_message = r'Please install pomegranate with `pip install sdmetrics\[pomegranate\]`'
39+
expected_message = r'Please install pomegranate with `pip install sdmetrics\[pomegranate\]`\. Python 3\.13 is not supported\.'
4040
with pytest.raises(ImportError, match=expected_message):
4141
metric.compute(Mock(), Mock())

‎tox.ini

+1-1
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@@ -1,5 +1,5 @@
11
[tox]
2-
envlist = py39-lint, py3{8,9,10,11,12}-{readme,integration,unit,minimum}
2+
envlist = py39-lint, py3{8,9,10,11,12,13}-{readme,integration,unit,minimum}
33

44
[testenv]
55
skipsdist = false

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