run-cluster #30
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| name: run-cluster | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| daft_version: | |
| type: string | |
| description: The version of daft to install | |
| required: false | |
| python_version: | |
| type: string | |
| description: The version of python to use | |
| required: false | |
| default: "3.9" | |
| command: | |
| type: string | |
| description: The command to run on the cluster | |
| required: true | |
| working_dir: | |
| type: string | |
| description: The working directory to submit to the cluster | |
| required: false | |
| default: .github/working-dir | |
| jobs: | |
| run-command: | |
| runs-on: [self-hosted, linux, x64, ci-dev] | |
| # timeout-minutes: 15 # Remove for ssh debugging | |
| permissions: | |
| id-token: write | |
| contents: read | |
| steps: | |
| - name: Checkout repo | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 1 | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@v4 | |
| with: | |
| aws-region: us-west-2 | |
| role-session-name: run-command-workflow | |
| - name: Install uv, rust, python | |
| uses: ./.github/actions/install | |
| with: | |
| python_version: ${{ inputs.python_version }} | |
| - name: Setup uv environment | |
| run: | | |
| uv v | |
| source .venv/bin/activate | |
| uv pip install ray[default] boto3 | |
| - name: Dynamically update ray config file | |
| run: | | |
| id="ray-ci-run-${{ github.run_id }}_${{ github.run_attempt }}" | |
| sed -i "s|{{RAY_CLUSTER_NAME}}|$id|g" .github/assets/benchmarking_ray_config.yaml | |
| sed -i 's|{{PYTHON_VERSION}}|${{ inputs.python_version }}|g' .github/assets/benchmarking_ray_config.yaml | |
| if [[ '${{ inputs.daft_version }}' ]]; then | |
| sed -i 's|{{DAFT_VERSION}}|==${{ inputs.daft_version }}|g' .github/assets/benchmarking_ray_config.yaml | |
| else | |
| sed -i 's|{{DAFT_VERSION}}||g' .github/assets/benchmarking_ray_config.yaml | |
| fi | |
| - name: Download private ssh key | |
| run: | | |
| KEY=$(aws secretsmanager get-secret-value --secret-id ci-github-actions-ray-cluster-key-3 --query SecretString --output text) | |
| echo "$KEY" >> ~/.ssh/ci-github-actions-ray-cluster-key.pem | |
| chmod 600 ~/.ssh/ci-github-actions-ray-cluster-key.pem | |
| - name: Spin up ray cluster | |
| run: | | |
| source .venv/bin/activate | |
| ray up .github/assets/benchmarking_ray_config.yaml -y | |
| - name: Setup connection to ray cluster | |
| run: | | |
| source .venv/bin/activate | |
| ray dashboard .github/assets/benchmarking_ray_config.yaml & | |
| - name: Setup upterm session | |
| uses: lhotari/action-upterm@v1 | |
| - name: Submit job to ray cluster | |
| run: | | |
| source .venv/bin/activate | |
| if [[ -z '${{ inputs.command }}' ]]; then | |
| echo 'Invalid command submitted; command cannot be empty' | |
| exit 1 | |
| fi | |
| ray job submit \ | |
| --working-dir ${{ inputs.working_dir }} \ | |
| --address http://localhost:8265 \ | |
| --runtime-env-json '{"env_vars": {"DAFT_ENABLE_RAY_TRACING": "1"}}' \ | |
| -- ${{ inputs.command }} | |
| - name: Download log files from ray cluster | |
| run: | | |
| source .venv/bin/activate | |
| ray rsync-down .github/assets/benchmarking_ray_config.yaml /tmp/ray/session_*/logs ray-daft-logs | |
| - name: Kill connection to ray cluster | |
| run: | | |
| PID=$(lsof -t -i:8265) | |
| if [[ -n "$PID" ]]; then | |
| echo "Process $PID is listening on port 8265; killing it..." | |
| kill -9 "$PID" | |
| if [[ $? -eq 0 ]]; then | |
| echo "Process $PID killed successfully" | |
| else | |
| echo "Failed to kill process $PID" | |
| fi | |
| fi | |
| - name: Spin down ray cluster | |
| if: always() | |
| run: | | |
| source .venv/bin/activate | |
| ray down .github/assets/benchmarking_ray_config.yaml -y | |
| - name: Upload log files | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ray-daft-logs | |
| path: ray-daft-logs |