Warning for polars lazy frame. #11548
Workflow file for this run
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| name: XGBoost CI (JVM packages) | |
| on: [push, pull_request] | |
| permissions: | |
| contents: read # to fetch code (actions/checkout) | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} | |
| cancel-in-progress: true | |
| env: | |
| BRANCH_NAME: >- | |
| ${{ github.event.pull_request.number && 'PR-' }}${{ github.event.pull_request.number || github.ref_name }} | |
| jobs: | |
| build-jvm-manylinux2014: | |
| name: >- | |
| Build libxgboost4j.so targeting glibc 2.17 | |
| (arch ${{ matrix.arch }}, runner ${{ matrix.runner }}) | |
| runs-on: | |
| - runs-on | |
| - runner=${{ matrix.runner }} | |
| - run-id=${{ github.run_id }} | |
| - tag=jvm-tests-build-jvm-manylinux2014-${{ matrix.arch }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - arch: aarch64 | |
| runner: linux-arm64-cpu | |
| - arch: x86_64 | |
| runner: linux-amd64-cpu | |
| steps: | |
| # Restart Docker daemon so that it recognizes the ephemeral disks | |
| - run: sudo systemctl restart docker | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: "true" | |
| - name: Log into Docker registry (AWS ECR) | |
| run: bash ops/pipeline/login-docker-registry.sh | |
| - run: bash ops/pipeline/build-jvm-manylinux2014.sh ${{ matrix.arch }} | |
| build-jvm-gpu: | |
| name: Build libxgboost4j.so with CUDA | |
| runs-on: | |
| - runs-on=${{ github.run_id }} | |
| - runner=linux-amd64-cpu | |
| - tag=jvm-tests-build-jvm-gpu | |
| steps: | |
| # Restart Docker daemon so that it recognizes the ephemeral disks | |
| - run: sudo systemctl restart docker | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: "true" | |
| - name: Log into Docker registry (AWS ECR) | |
| run: bash ops/pipeline/login-docker-registry.sh | |
| - run: bash ops/pipeline/build-jvm-gpu.sh | |
| - name: Stash files | |
| run: | | |
| python3 ops/pipeline/manage-artifacts.py upload \ | |
| --s3-bucket ${{ env.RUNS_ON_S3_BUCKET_CACHE }} \ | |
| --prefix cache/${{ github.run_id }}/build-jvm-gpu \ | |
| lib/libxgboost4j.so | |
| build-jvm-mac: | |
| name: "Build libxgboost4j.dylib for ${{ matrix.description }}" | |
| runs-on: ${{ matrix.runner }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - description: "MacOS (Apple Silicon)" | |
| script: ops/pipeline/build-jvm-macos-apple-silicon.sh | |
| libname: libxgboost4j_m1.dylib | |
| runner: macos-14 | |
| - description: "MacOS (Intel)" | |
| script: ops/pipeline/build-jvm-macos-intel.sh | |
| libname: libxgboost4j_intel.dylib | |
| runner: macos-13 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: "true" | |
| - run: bash ${{ matrix.script }} | |
| - name: Upload libxgboost4j.dylib | |
| if: github.ref == 'refs/heads/master' || contains(github.ref, 'refs/heads/release_') | |
| run: | | |
| mv -v lib/libxgboost4j.dylib ${{ matrix.libname }} | |
| python3 ops/pipeline/manage-artifacts.py upload \ | |
| --s3-bucket xgboost-nightly-builds \ | |
| --prefix ${{ env.BRANCH_NAME }}/${{ github.sha }} --make-public \ | |
| ${{ matrix.libname }} | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID_IAM_S3_UPLOADER }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY_IAM_S3_UPLOADER }} | |
| build-jvm-docs: | |
| name: Build docs for JVM packages | |
| needs: [build-jvm-gpu] | |
| runs-on: | |
| - runs-on=${{ github.run_id }} | |
| - runner=linux-amd64-cpu | |
| - tag=jvm-tests-build-jvm-docs | |
| steps: | |
| # Restart Docker daemon so that it recognizes the ephemeral disks | |
| - run: sudo systemctl restart docker | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: "true" | |
| - name: Log into Docker registry (AWS ECR) | |
| run: bash ops/pipeline/login-docker-registry.sh | |
| - name: Unstash files | |
| run: | | |
| python3 ops/pipeline/manage-artifacts.py download \ | |
| --s3-bucket ${{ env.RUNS_ON_S3_BUCKET_CACHE }} \ | |
| --prefix cache/${{ github.run_id }}/build-jvm-gpu \ | |
| --dest-dir lib \ | |
| libxgboost4j.so | |
| - run: bash ops/pipeline/build-jvm-doc.sh | |
| - name: Upload JVM doc | |
| run: | | |
| python3 ops/pipeline/manage-artifacts.py upload \ | |
| --s3-bucket xgboost-docs \ | |
| --prefix ${BRANCH_NAME}/${GITHUB_SHA} --make-public \ | |
| jvm-packages/${{ env.BRANCH_NAME }}.tar.bz2 | |
| build-test-jvm-packages: | |
| name: Build and test JVM packages (Linux, Scala ${{ matrix.scala_version }}) | |
| runs-on: | |
| - runs-on=${{ github.run_id }} | |
| - runner=linux-amd64-cpu | |
| - tag=jvm-tests-build-test-jvm-packages-scala${{ matrix.scala_version }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| scala_version: ["2.12", "2.13"] | |
| steps: | |
| # Restart Docker daemon so that it recognizes the ephemeral disks | |
| - run: sudo systemctl restart docker | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: "true" | |
| - name: Log into Docker registry (AWS ECR) | |
| run: bash ops/pipeline/login-docker-registry.sh | |
| - name: Build and test JVM packages (Scala ${{ matrix.scala_version }}) | |
| run: bash ops/pipeline/build-test-jvm-packages.sh | |
| env: | |
| SCALA_VERSION: ${{ matrix.scala_version }} | |
| - name: Stash files | |
| run: | | |
| python3 ops/pipeline/manage-artifacts.py upload \ | |
| --s3-bucket ${{ env.RUNS_ON_S3_BUCKET_CACHE }} \ | |
| --prefix cache/${{ github.run_id }}/build-test-jvm-packages \ | |
| lib/libxgboost4j.so | |
| if: matrix.scala_version == '2.13' | |
| build-test-jvm-packages-other-os: | |
| name: Build and test JVM packages (${{ matrix.os }}) | |
| timeout-minutes: 30 | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [windows-latest, macos-13] | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: 'true' | |
| - uses: actions/setup-java@v4 | |
| with: | |
| distribution: 'temurin' | |
| java-version: '8' | |
| - uses: dmlc/xgboost-devops/actions/miniforge-setup@main | |
| with: | |
| environment-name: minimal | |
| environment-file: ops/conda_env/minimal.yml | |
| - name: Cache Maven packages | |
| uses: actions/cache@v4 | |
| with: | |
| path: ~/.m2 | |
| key: ${{ runner.os }}-m2-${{ hashFiles('./jvm-packages/pom.xml') }} | |
| restore-keys: ${{ runner.os }}-m2-${{ hashFiles('./jvm-packages/pom.xml') }} | |
| - name: Test XGBoost4J (Core) | |
| run: | | |
| cd jvm-packages | |
| mvn test -B -pl :xgboost4j_2.12 | |
| - name: Publish artifact xgboost4j.dll to S3 | |
| run: | | |
| python ops/pipeline/manage-artifacts.py upload ` | |
| --s3-bucket xgboost-nightly-builds ` | |
| --prefix ${{ env.BRANCH_NAME }}/${{ github.sha }} --make-public ` | |
| lib/xgboost4j.dll | |
| if: | | |
| (github.ref == 'refs/heads/master' || contains(github.ref, 'refs/heads/release_')) && | |
| matrix.os == 'windows-latest' | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID_IAM_S3_UPLOADER }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY_IAM_S3_UPLOADER }} | |
| test-jvm-packages-gpu: | |
| name: Test JVM packages with CUDA (Scala ${{ matrix.scala_version }}) | |
| needs: [build-jvm-gpu] | |
| runs-on: | |
| - runs-on=${{ github.run_id }} | |
| - runner=linux-amd64-mgpu | |
| - tag=jvm-tests-test-jvm-packages-gpu-scala${{ matrix.scala_version }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| scala_version: ["2.12", "2.13"] | |
| steps: | |
| # Restart Docker daemon so that it recognizes the ephemeral disks | |
| - run: sudo systemctl restart docker | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: "true" | |
| - name: Log into Docker registry (AWS ECR) | |
| run: bash ops/pipeline/login-docker-registry.sh | |
| - name: Unstash files | |
| run: | | |
| python3 ops/pipeline/manage-artifacts.py download \ | |
| --s3-bucket ${{ env.RUNS_ON_S3_BUCKET_CACHE }} \ | |
| --prefix cache/${{ github.run_id }}/build-jvm-gpu \ | |
| --dest-dir lib \ | |
| libxgboost4j.so | |
| - run: bash ops/pipeline/test-jvm-gpu.sh | |
| env: | |
| SCALA_VERSION: ${{ matrix.scala_version }} | |
| deploy-jvm-packages: | |
| name: Deploy JVM packages to S3 (${{ matrix.variant.name }}) | |
| needs: [build-jvm-gpu, build-test-jvm-packages, test-jvm-packages-gpu] | |
| runs-on: | |
| - runs-on | |
| - runner=linux-amd64-cpu | |
| - run-id=${{ github.run_id }} | |
| - tag=jvm-tests-deploy-jvm-packages-${{ matrix.variant.name }}-scala${{ matrix.scala_version }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| variant: | |
| - name: cpu | |
| container_id: xgb-ci.jvm | |
| artifact_from: build-test-jvm-packages | |
| - name: gpu | |
| container_id: xgb-ci.jvm_gpu_build | |
| artifact_from: build-jvm-gpu | |
| scala_version: ['2.12', '2.13'] | |
| steps: | |
| # Restart Docker daemon so that it recognizes the ephemeral disks | |
| - run: sudo systemctl restart docker | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: "true" | |
| - name: Log into Docker registry (AWS ECR) | |
| run: bash ops/pipeline/login-docker-registry.sh | |
| - name: Unstash files | |
| run: | | |
| python3 ops/pipeline/manage-artifacts.py download \ | |
| --s3-bucket ${{ env.RUNS_ON_S3_BUCKET_CACHE }} \ | |
| --prefix cache/${{ github.run_id }}/${{ matrix.variant.artifact_from }} \ | |
| --dest-dir lib \ | |
| libxgboost4j.so | |
| ls -lh lib/libxgboost4j.so | |
| - name: Deploy JVM packages to S3 | |
| run: | | |
| bash ops/pipeline/deploy-jvm-packages.sh ${{ matrix.variant.name }} \ | |
| ${{ matrix.variant.container_id }} ${{ matrix.scala_version }} |