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DDiyash
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Update Python version support and CI to include Python 3.14
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Lines changed: 127 additions & 110 deletions

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‎.github/workflows/dist.yaml‎

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- name: Setup Python
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uses: actions/setup-python@v5
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with:
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python-version: 3.8
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python-version: 3.10
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- name: Build dist
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run: |
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pip install build

‎.github/workflows/docs.yaml‎

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@@ -28,7 +28,7 @@ jobs:
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- name: Setup Python
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uses: actions/setup-python@v5
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with:
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python-version: 3.8
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python-version: 3.10
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- name: Install dependencies
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run: |
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pip install -e .[docs,examples]

‎.github/workflows/test.yml‎

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---
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name: Tests
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on:
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jobs:
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test:
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name: (${{ matrix.os }}, Py${{ matrix.python-version }}, sk${{ matrix.scikit-learn }}, sk-only:${{ matrix.sklearn-only }})
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name: (${{ matrix.os }},Py${{ matrix.python-version }},sk${{ matrix.scikit-learn }},sk-only:${{ matrix.sklearn-only }})
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runs-on: ${{ matrix.os }}
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strategy:
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fail-fast: false
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matrix:
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python-version: ["3.9"]
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scikit-learn: ["1.0.*", "1.1.*", "1.2.*", "1.3.*", "1.4.*", "1.5.*"]
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os: [ubuntu-latest]
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sklearn-only: ["true"]
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include:
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- os: ubuntu-latest
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python-version: "3.8" # no scikit-learn 0.23 release for Python 3.9
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scikit-learn: "0.23.1"
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sklearn-only: "true"
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# scikit-learn 0.24 relies on scipy defaults, so we need to fix the version
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# c.f. https://github.com/openml/openml-python/pull/1267
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python-version: "3.10"
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scikit-learn: "1.0.*"
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scipy: "1.10.0"
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sklearn-only: true
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- os: ubuntu-latest
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python-version: "3.9"
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scikit-learn: "0.24"
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python-version: "3.11"
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scikit-learn: "1.3.*"
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scipy: "1.10.0"
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sklearn-only: "true"
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# Do a Windows and Ubuntu test for _all_ openml functionality
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# I am not sure why these are on 3.8 and older scikit-learn
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sklearn-only: true
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- os: ubuntu-latest
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python-version: "3.12"
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scikit-learn: "1.5.*"
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scipy: ">=1.11"
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sklearn-only: true
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- os: ubuntu-latest
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python-version: "3.13"
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scikit-learn: "1.6.*"
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scipy: ">=1.10"
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sklearn-only: true
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- os: ubuntu-latest
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python-version: "3.14"
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scikit-learn: "1.7.*"
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scipy: ">=1.10"
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sklearn-only: true
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- os: windows-latest
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python-version: "3.8"
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scikit-learn: 0.24.*
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scipy: "1.10.0"
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sklearn-only: 'false'
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# Include a code cov version
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python-version: "3.10"
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scikit-learn: "1.5.*"
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scipy: "1.10.1"
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sklearn-only: false
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- os: windows-latest
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python-version: "3.13"
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scikit-learn: "1.6.*"
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scipy: ">=1.10"
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sklearn-only: false
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- os: ubuntu-latest
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code-cov: true
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python-version: "3.8"
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scikit-learn: 0.23.1
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sklearn-only: 'false'
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fail-fast: false
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code-cov: false
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python-version: "3.10"
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scikit-learn: "1.5.*"
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scipy: ">=1.10"
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sklearn-only: false
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steps:
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- uses: actions/checkout@v4
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with:
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fetch-depth: 2
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- name: Setup Python ${{ matrix.python-version }}
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if: matrix.os != 'windows-latest' # windows-latest only uses preinstalled Python (3.9.13)
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install test dependencies
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run: |
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python -m pip install --upgrade pip
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pip install -e .[test]
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- name: Install scikit-learn ${{ matrix.scikit-learn }}
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run: |
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pip install scikit-learn==${{ matrix.scikit-learn }}
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- name: Install numpy for Python 3.8
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# Python 3.8 & scikit-learn<0.24 requires numpy<=1.23.5
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if: ${{ matrix.python-version == '3.8' && matrix.scikit-learn == '0.23.1' }}
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run: |
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pip install numpy==1.23.5
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- name: "Install NumPy 1.x and SciPy <1.11 for scikit-learn < 1.4"
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if: ${{ contains(fromJSON('["1.0.*", "1.1.*", "1.2.*", "1.3.*"]'), matrix.scikit-learn) }}
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run: |
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# scipy has a change to the 'mode' behavior which breaks scikit-learn < 1.4
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# numpy 2.0 has several breaking changes
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pip install "numpy<2.0" "scipy<1.11"
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- name: Install scipy ${{ matrix.scipy }}
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if: ${{ matrix.scipy }}
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run: |
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pip install scipy==${{ matrix.scipy }}
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- name: Store repository status
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id: status-before
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if: matrix.os != 'windows-latest'
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run: |
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git_status=$(git status --porcelain -b)
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echo "BEFORE=$git_status" >> $GITHUB_ENV
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echo "Repository status before tests: $git_status"
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- name: Show installed dependencies
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run: python -m pip list
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- name: Run tests on Ubuntu Test
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if: matrix.os == 'ubuntu-latest'
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run: |
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if [ ${{ matrix.code-cov }} ]; then codecov='--cov=openml --long --cov-report=xml'; fi
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# Most of the time, running only the scikit-learn tests is sufficient
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if [ ${{ matrix.sklearn-only }} = 'true' ]; then marks='sklearn and not production'; else marks='not production'; fi
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echo pytest -n 4 --durations=20 --dist load -sv $codecov -o log_cli=true -m "$marks"
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pytest -n 4 --durations=20 --dist load -sv $codecov -o log_cli=true -m "$marks"
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- name: Run tests on Ubuntu Production
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if: matrix.os == 'ubuntu-latest'
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run: |
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if [ ${{ matrix.code-cov }} ]; then codecov='--cov=openml --long --cov-report=xml'; fi
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# Most of the time, running only the scikit-learn tests is sufficient
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if [ ${{ matrix.sklearn-only }} = 'true' ]; then marks='sklearn and production'; else marks='production'; fi
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echo pytest -n 4 --durations=20 --dist load -sv $codecov -o log_cli=true -m "$marks"
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pytest -n 4 --durations=20 --dist load -sv $codecov -o log_cli=true -m "$marks"
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- name: Run tests on Windows
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if: matrix.os == 'windows-latest'
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run: | # we need a separate step because of the bash-specific if-statement in the previous one.
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pytest -n 4 --durations=20 --dist load -sv --reruns 5 --reruns-delay 1
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- name: Check for files left behind by test
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if: matrix.os != 'windows-latest' && always()
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run: |
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before="${{ env.BEFORE }}"
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after="$(git status --porcelain -b)"
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if [[ "$before" != "$after" ]]; then
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- uses: actions/checkout@v4
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with:
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fetch-depth: 2
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- name: Setup Python ${{ matrix.python-version }}
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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allow-prereleases: true
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- name: Install test dependencies
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run: |
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python -m pip install --upgrade pip
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pip install -e .[test]
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- name: Install scikit-learn ${{ matrix.scikit-learn }}
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run: |
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pip install scikit-learn==${{ matrix.scikit-learn }}
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- name: "Install NumPy 1.x and SciPy <1.11 for scikit-learn < 1.4"
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if: ${{ contains(fromJSON('["1.0.*", "1.1.*", "1.2.*", "1.3.*"]'), matrix.scikit-learn) }}
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shell: bash
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run: |
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# scipy has a change to the 'mode' behavior which breaks scikit-learn < 1.4
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# numpy 2.0 has several breaking changes
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pip install "numpy<2.0" "scipy<1.11"
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- name: Install scipy ${{ matrix.scipy }}
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if: ${{ matrix.scipy }}
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run: |
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pip install scipy${{ matrix.scipy }}
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- name: Store repository status
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id: status-before
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if: matrix.os != 'windows-latest'
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run: |
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git_status=$(git status --porcelain -b)
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echo "BEFORE=$git_status" >> $GITHUB_ENV
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echo "Repository status before tests: $git_status"
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- name: Show installed dependencies
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run: python -m pip list
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- name: Run tests on Ubuntu Test
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if: matrix.os == 'ubuntu-latest'
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run: |
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if [ "${{ matrix.code-cov }}" = "true" ]; then codecov='--cov=openml --long --cov-report=xml'; fi
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# Most of the time, running only the scikit-learn tests is sufficient
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if [ "${{ matrix.sklearn-only }}" = "true" ]; then marks='sklearn and not production'; else marks='not production'; fi
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echo pytest -n 4 --durations=20 --dist load -sv $codecov -o log_cli=true -m "$marks"
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pytest -n 4 --durations=20 --dist load -sv $codecov -o log_cli=true -m "$marks"
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- name: Run tests on Ubuntu Production
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if: matrix.os == 'ubuntu-latest'
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run: |
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if [ "${{ matrix.code-cov }}" = "true" ]; then codecov='--cov=openml --long --cov-report=xml'; fi
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# Most of the time, running only the scikit-learn tests is sufficient
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if [ "${{ matrix.sklearn-only }}" = "true" ]; then marks='sklearn and production'; else marks='production'; fi
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echo pytest -n 4 --durations=20 --dist load -sv $codecov -o log_cli=true -m "$marks"
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pytest -n 4 --durations=20 --dist load -sv $codecov -o log_cli=true -m "$marks"
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- name: Run tests on Windows
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if: matrix.os == 'windows-latest'
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run: |
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pytest -n 4 --durations=20 --dist load -sv --reruns 5 --reruns-delay 1
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- name: Check for files left behind by test
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if: matrix.os != 'windows-latest' && always()
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run: |
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before="${{ env.BEFORE }}"
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after="$(git status --porcelain -b)"
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if [[ "$before" != "$after" ]]; then
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echo "git status from before: $before"
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echo "git status from after: $after"
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echo "Not all generated files have been deleted!"
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exit 1
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fi
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- name: Upload coverage
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if: matrix.code-cov && always()
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uses: codecov/codecov-action@v4
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with:
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files: coverage.xml
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token: ${{ secrets.CODECOV_TOKEN }}
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fail_ci_if_error: true
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verbose: true
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fi
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- name: Upload coverage
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if: matrix.code-cov && always()
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uses: codecov/codecov-action@v4
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with:
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files: coverage.xml
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token: ${{ secrets.CODECOV_TOKEN }}
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fail_ci_if_error: true
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verbose: true

‎.gitignore‎

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# Tests
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.pytest_cache
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.venv
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.venv
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# Virtual environments
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oenv/
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venv/
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.env/
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.venv/
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# Python cache
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__pycache__/
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*.pyc

‎README.md‎

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## The Python API for a World of Data and More :dizzy:
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[![Latest Release](https://img.shields.io/github/v/release/openml/openml-python)](https://github.com/openml/openml-python/releases)
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[![Python Versions](https://img.shields.io/badge/python-3.8%20%7C%203.9%20%7C%203.10%20%7C%203.11%20%7C%203.12%20%7C%203.13-blue)](https://pypi.org/project/openml/)
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[![Python Versions](https://img.shields.io/badge/python-3.10%20%7C%203.11%20%7C%203.12%20%7C%203.13%20%7C%203.14-blue)](https://pypi.org/project/openml/)
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[![Downloads](https://static.pepy.tech/badge/openml)](https://pepy.tech/project/openml)
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[![License](https://img.shields.io/badge/License-BSD%203--Clause-blue.svg)](https://opensource.org/licenses/BSD-3-Clause)
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<!-- Add green badges for CI and precommit -->
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## :magic_wand: Installation
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OpenML-Python is supported on Python 3.8 - 3.13 and is available on Linux, MacOS, and Windows.
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OpenML-Python is supported on Python 3.10 - 3.14 and is available on Linux, MacOS, and Windows.
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You can install OpenML-Python with:
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‎pyproject.toml‎

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"pyarrow",
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"tqdm", # For MinIO download progress bars
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]
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requires-python = ">=3.8"
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requires-python = ">=3.10,<3.15"
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maintainers = [
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{ name = "Pieter Gijsbers", email="p.gijsbers@tue.nl"},
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{ name = "Lennart Purucker"},
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"Operating System :: POSIX",
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"Operating System :: Unix",
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"Operating System :: MacOS",
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"Programming Language :: Python :: 3",
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"Programming Language :: Python :: 3.8",
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"Programming Language :: Python :: 3.9",
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"Programming Language :: Python :: 3.10",
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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",
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"Programming Language :: Python :: 3.13",
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"Programming Language :: Python :: 3.14",
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]
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license = { file = "LICENSE" }
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