add chapter on validation and internal tuning #3837
Workflow file for this run
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| on: | |
| workflow_dispatch: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| branches: | |
| - main | |
| name: build-book | |
| jobs: | |
| build-book: | |
| runs-on: ubuntu-latest | |
| env: | |
| R_REMOTES_NO_ERRORS_FROM_WARNINGS: true | |
| GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - id: setup | |
| uses: r-lib/actions/setup-r@v2 | |
| with: | |
| r-version: '4.3.2' | |
| - uses: quarto-dev/quarto-actions/setup@v2 | |
| with: | |
| tinytex: true | |
| - name: Install headless chromium | |
| run: quarto tools install chromium | |
| - name: Cache R packages | |
| uses: actions/cache@v4 | |
| with: | |
| path: ~/.cache/R/renv | |
| key: ${{ runner.os }}-r-${{ steps.setup.outputs.installed-r-version }}-lock-${{ hashFiles('book/renv.lock') }} | |
| restore-keys: ${{ runner.os }}-r-${{ steps.setup.outputs.installed-r-version }}-lock- | |
| - name: Install System Dependencies | |
| uses: mlr-org/actions/renv-system-dependencies@v1 | |
| with: | |
| path: 'book/renv.lock' | |
| - name: Restore renv environment | |
| run: | | |
| cd book | |
| R -q -e 'options(Ncpus = 2); install.packages("renv", repos = "cloud.r-project.org"); renv::restore()' | |
| - name: Cache OpenML | |
| uses: actions/cache@v4 | |
| id: openml-cache | |
| with: | |
| path: book/openml | |
| key: ${{ runner.os }}-openml-${{ hashFiles('./book/chapters/chapter11/large-scale_benchmarking.qmd') }}-${{hashFiles('./book/chapters/appendices/solutions_large-scale_benchmarking.qmd')}} | |
| restore-keys: ${{ runner.os }}-openml- | |
| - name: Render book | |
| run: quarto render book/ --cache-refresh --execute-debug | |
| - name: Add .lycheeignore | |
| run: cp .lycheeignore book/_book/.lycheeignore | |
| - name: Deploy netlify preview | |
| if: ${{ github.event_name == 'pull_request' }} | |
| uses: mlr-org/actions/quarto-netlify-preview@v1 | |
| with: | |
| netlify_auth_token: ${{ secrets.NETLIFY_AUTH_TOKEN }} | |
| netlify_site_id: ${{ secrets.NETLIFY_SITE_ID }} | |
| github_token: ${{ secrets.GITHUB_TOKEN }} | |
| path: book/_book | |
| netlify_url: mlr3book.netlify.app | |
| - name: Upload pdf book | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: mlr3book | |
| path: book/_book/Applied-Machine-Learning-Using-mlr3-in-R.pdf | |
| retention-days: 1 | |
| - name: Deploy | |
| if: ${{ github.event_name == 'push' }} | |
| uses: JamesIves/[email protected] | |
| with: | |
| token: ${{ secrets.GITHUB_TOKEN }} | |
| branch: gh-pages | |
| folder: book/_book | |
| single-commit: true |