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feat: Add XGBoost 3.0.5 compatibility support
- Update version to 0.2.6.post1 - Extend XGBoost dependency range to >=2.0.0,<4.0.0 - Fix test precision for XGBoost 3.0.5 compatibility - Add comprehensive XGBoost compatibility test suite - Enhance CI/CD workflows with XGBoost version matrix - Improve Pylint configuration for virtual environment - Add CHANGELOG.md with release notes - Add pre-commit configuration and GitHub workflows Closes: XGBoost 3.0 compatibility
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‎.github/workflows/ci.yml‎

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name: CI
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on:
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push:
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branches: [ main, develop ]
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pull_request:
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branches: [ main, develop ]
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jobs:
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test:
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runs-on: ubuntu-latest
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strategy:
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matrix:
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include:
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- python-version: '3.11'
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xgboost-version: '2.1.4'
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test-name: 'xgboost-2.x'
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- python-version: '3.11'
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xgboost-version: '3.0.5'
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test-name: 'xgboost-3.x'
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- python-version: '3.10'
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xgboost-version: 'latest'
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test-name: 'xgboost-latest'
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v4
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install uv
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uses: astral-sh/setup-uv@v1
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with:
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version: "latest"
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- name: Cache uv
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uses: actions/cache@v3
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with:
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path: ~/.cache/uv
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key: ${{ runner.os }}-uv-${{ matrix.python-version }}-${{ matrix.xgboost-version }}-${{ hashFiles('**/pyproject.toml', '**/uv.lock') }}
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restore-keys: |
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${{ runner.os }}-uv-${{ matrix.python-version }}-
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${{ runner.os }}-uv-
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- name: Install dependencies
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run: |
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uv sync --dev
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uv add "xgboost==${{ matrix.xgboost-version }}"
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- name: Run tests
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run: |
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echo "Testing with XGBoost ${{ matrix.xgboost-version }}"
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uv run python -c "import xgboost as xgb; print(f'XGBoost version: {xgb.__version__}')"
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uv run python -m pytest tests/ -v --tb=short
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# Coverage reporting disabled until pytest-cov is added to dependencies
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# - name: Upload coverage to Codecov
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# if: matrix.python-version == '3.11'
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# uses: codecov/codecov-action@v3
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# with:
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# file: ./coverage.xml
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# flags: unittests
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# name: codecov-umbrella
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lint:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python
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uses: actions/setup-python@v4
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with:
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python-version: '3.11'
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- name: Install uv
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uses: astral-sh/setup-uv@v1
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with:
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version: "latest"
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- name: Install dependencies
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run: |
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uv sync --dev
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- name: Run ruff
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run: |
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uv run ruff check xbooster/ tests/
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- name: Run ruff format check
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run: |
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uv run ruff format --check xbooster/ tests/
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type-check:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python
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uses: actions/setup-python@v4
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with:
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python-version: '3.11'
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- name: Install uv
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uses: astral-sh/setup-uv@v1
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with:
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version: "latest"
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- name: Install dependencies
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run: |
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uv sync --dev
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- name: Run mypy (if configured)
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run: |
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# Add mypy configuration and uncomment when ready
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# uv run mypy xbooster/
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echo "Type checking skipped - configure mypy when ready"

‎.github/workflows/compatibility.yml‎

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name: Python Version Compatibility
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on:
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push:
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branches: [ main, develop ]
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pull_request:
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branches: [ main, develop ]
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# schedule:
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# # Run weekly on Sundays (disabled to save GitHub Actions minutes)
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# - cron: '0 0 * * 0'
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jobs:
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compatibility-test:
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runs-on: ubuntu-latest
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strategy:
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matrix:
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include:
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- python-version: '3.11'
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python-version-short: 'py311'
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xgboost-version: '2.1.4'
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sklearn-version: '1.3.2'
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test-name: 'xgboost-2.x'
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- python-version: '3.11'
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python-version-short: 'py311'
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xgboost-version: '3.0.5'
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sklearn-version: '1.6.1'
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test-name: 'xgboost-3.x'
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v4
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with:
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python-version: ${{ matrix.python-version }}
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- name: Cache uv dependencies
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uses: actions/cache@v3
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with:
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path: ~/.cache/uv
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key: ${{ runner.os }}-uv-${{ matrix.python-version }}-${{ matrix.xgboost-version }}-${{ hashFiles('**/pyproject.toml', '**/uv.lock') }}
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restore-keys: |
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${{ runner.os }}-uv-${{ matrix.python-version }}-
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${{ runner.os }}-uv-
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- name: Install uv
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uses: astral-sh/setup-uv@v1
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with:
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version: "latest"
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- name: Install dependencies
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run: |
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uv sync --dev
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uv add "xgboost==${{ matrix.xgboost-version }}"
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if [ "${{ matrix.sklearn-version }}" != "latest" ]; then
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uv add "scikit-learn==${{ matrix.sklearn-version }}"
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else
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uv add "scikit-learn"
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fi
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- name: Run compatibility tests
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run: |
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echo "Testing Python ${{ matrix.python-version }} with XGBoost ${{ matrix.xgboost-version }}"
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uv run python -c "import xgboost as xgb; print(f'XGBoost version: {xgb.__version__}')"
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uv run python -c "import xbooster; print(f'xbooster version: {xbooster.__version__}')"
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uv run python -m pytest tests/test_xgboost_compatibility.py -v --tb=short
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- name: Upload test results
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uses: actions/upload-artifact@v4
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if: always()
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with:
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name: test-results-${{ matrix.test-name }}
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path: |
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.pytest_cache/
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test-results/
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if-no-files-found: ignore
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retention-days: 7
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compatibility-summary:
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runs-on: ubuntu-latest
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needs: compatibility-test
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if: always()
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steps:
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- uses: actions/checkout@v4
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- name: Download all test results
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uses: actions/download-artifact@v4
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continue-on-error: true
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with:
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path: test-results/
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- name: Generate compatibility report
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run: |
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echo "# Python Version Compatibility Report" > compatibility-report.md
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echo "" >> compatibility-report.md
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echo "Generated on: $(date)" >> compatibility-report.md
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echo "" >> compatibility-report.md
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for result in test-results/*; do
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if [ -d "$result" ]; then
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test_name=$(basename "$result" | sed 's/test-results-//')
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echo "## $test_name" >> compatibility-report.md
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echo "" >> compatibility-report.md
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if [ -d "$result/.pytest_cache" ]; then
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echo "✅ Tests completed successfully" >> compatibility-report.md
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else
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echo "❌ Tests failed or incomplete" >> compatibility-report.md
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fi
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echo "" >> compatibility-report.md
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fi
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done
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cat compatibility-report.md
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- name: Comment on PR
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if: github.event_name == 'pull_request'
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uses: actions/github-script@v6
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with:
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script: |
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const fs = require('fs');
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const report = fs.readFileSync('compatibility-report.md', 'utf8');
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github.rest.issues.createComment({
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issue_number: context.issue.number,
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owner: context.repo.owner,
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repo: context.repo.repo,
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body: report
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});

‎.github/workflows/release.yml‎

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name: Release
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on:
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push:
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tags:
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- 'v*'
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workflow_dispatch:
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inputs:
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version:
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description: 'Version to release (e.g., 0.1.0)'
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required: true
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type: string
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jobs:
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test:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python
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uses: actions/setup-python@v4
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with:
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python-version: '3.11'
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- name: Install uv
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uses: astral-sh/setup-uv@v1
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with:
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version: "latest"
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- name: Install dependencies
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run: |
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uv sync --dev
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- name: Run tests
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run: |
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uv run python -m pytest tests/ -v
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build:
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needs: test
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python
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uses: actions/setup-python@v4
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with:
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python-version: '3.11'
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- name: Install uv
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uses: astral-sh/setup-uv@v1
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with:
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version: "latest"
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- name: Install build dependencies
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run: |
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uv tool install build
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- name: Build package
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run: |
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uv tool run --from build pyproject-build
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- name: Upload build artifacts
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uses: actions/upload-artifact@v4
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with:
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name: dist
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path: dist/
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# publish:
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# needs: build
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# runs-on: ubuntu-latest
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# permissions:
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# id-token: write # IMPORTANT: this permission is mandatory for trusted publishing
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# steps:
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# - name: Download build artifacts
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# uses: actions/download-artifact@v4
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# with:
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# name: dist
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# path: dist/
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#
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# - name: Publish to PyPI
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# uses: pypa/gh-action-pypi-publish@release/v1
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# # Uncomment when ready to publish to PyPI
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# # with:
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# # password: ${{ secrets.PYPI_API_TOKEN }}
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# # Or use trusted publishing (recommended):
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# # with:
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# # repository-url: https://upload.pypi.org/legacy/
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# create-release:
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# needs: build
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# runs-on: ubuntu-latest
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# permissions:
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# contents: write
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# steps:
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# - uses: actions/checkout@v4
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# with:
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# fetch-depth: 0
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# - name: Create GitHub Release
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# uses: ncipollo/release-action@v1
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# with:
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# tag: ${{ github.ref_name }}
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# name: Release ${{ github.ref_name }}
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# body: |
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# ## Changes
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# - See [CHANGELOG.md](CHANGELOG.md) for detailed changes
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# ## Installation
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# ```bash
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# pip install fastwoe==${{ github.ref_name }}
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# ```
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# draft: false
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# prerelease: false
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# token: ${{ secrets.GITHUB_TOKEN }}

‎.gitignore‎

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# .gitignore
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.env
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.dev_notes.md
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.ruff_cache
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.ruff_cache/*
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__pycache__
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.catboost_info
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.vscode
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dist
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models
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build
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lib
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xbooster.egg-info
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tmp
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python-workspace.code-workspace

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