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[AINode] Build the result TsBlock with numpy instead of appending one value at a time #21632
Workflow file for this run
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| name: Cluster IT - 1C1D1A | |
| on: | |
| push: | |
| branches: | |
| - master | |
| - 'rel/*' | |
| - 'rc/*' | |
| paths-ignore: | |
| - 'docs/**' | |
| - 'site/**' | |
| - 'iotdb-client/client-cpp/**' | |
| - '.github/workflows/client-cpp-package.yml' | |
| - '.github/scripts/package-client-cpp-*.sh' | |
| - '.github/workflows/multi-language-client.yml' | |
| pull_request: | |
| branches: | |
| - master | |
| - 'rel/*' | |
| - 'rc/*' | |
| - 'force_ci/**' | |
| paths-ignore: | |
| - 'docs/**' | |
| - 'site/**' | |
| - 'iotdb-client/client-cpp/**' | |
| - '.github/workflows/client-cpp-package.yml' | |
| - '.github/scripts/package-client-cpp-*.sh' | |
| - '.github/workflows/multi-language-client.yml' | |
| # allow manually run the action: | |
| workflow_dispatch: | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| env: | |
| MAVEN_OPTS: -Dhttp.keepAlive=false -Dmaven.wagon.http.pool=false -Dmaven.wagon.http.retryHandler.class=standard -Dmaven.wagon.http.retryHandler.count=3 | |
| MAVEN_ARGS: --batch-mode --no-transfer-progress | |
| DEVELOCITY_ACCESS_KEY: ${{ secrets.DEVELOCITY_ACCESS_KEY }} | |
| jobs: | |
| AINode: | |
| strategy: | |
| fail-fast: false | |
| max-parallel: 1 | |
| matrix: | |
| os: [ ubuntu-latest ] | |
| runs-on: [self-hosted, gpu] | |
| steps: | |
| - uses: actions/checkout@v5 | |
| - name: Show GPU environment | |
| run: nvidia-smi --query-gpu=name,driver_version --format=csv | |
| - name: IT Test | |
| shell: bash | |
| run: | | |
| mvn clean verify \ | |
| -P with-integration-tests,with-ainode \ | |
| -DskipUTs \ | |
| -DintegrationTest.forkCount=1 \ | |
| -pl integration-test,iotdb-core/ainode \ | |
| -am \ | |
| -PAIClusterIT | |
| - name: Verify AINode dependencies and Python regressions | |
| shell: bash | |
| working-directory: iotdb-core/ainode | |
| run: | | |
| AINODE_VENV_PY="$HOME/.cache/iotdb-ainode-build/ainode/bin/python" | |
| "$AINODE_VENV_PY" - <<'PY' | |
| import importlib.metadata as metadata | |
| import torch | |
| print({name: metadata.version(name) for name in ("torch", "setuptools", "pyinstaller", "transformers")}) | |
| print({"cuda": torch.version.cuda, "cuda_available": torch.cuda.is_available()}) | |
| architectures = torch.cuda.get_arch_list() | |
| assert "sm_70" in architectures, architectures | |
| matrix = torch.eye(2, device="cuda") | |
| torch.testing.assert_close((matrix @ matrix).cpu(), torch.eye(2)) | |
| print({"device": torch.cuda.get_device_name(), "architectures": architectures}) | |
| PY | |
| "$AINODE_VENV_PY" -m unittest discover -v -s tests -p 'test_dependency_security.py' | |
| "$AINODE_VENV_PY" -m unittest discover -v -s tests -p 'test_sundial_flow_loss.py' | |
| - name: Upload Artifact | |
| if: failure() | |
| uses: actions/upload-artifact@v6 | |
| with: | |
| name: cluster-log-ainode-${{ matrix.os }} | |
| path: integration-test/target/*-logs | |
| retention-days: 30 | |
| - name: Upload integration test reports | |
| if: always() | |
| uses: actions/upload-artifact@v6 | |
| with: | |
| name: ainode-test-reports-${{ matrix.os }} | |
| path: integration-test/target/failsafe-reports | |
| retention-days: 30 |