run-cluster #80
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: run-cluster | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| daft_wheel_url: | |
| type: string | |
| description: A public https url pointing directly to a daft python-wheel to install | |
| required: false | |
| daft_version: | |
| type: string | |
| description: A released version of daft on PyPi to install (errors if both this and `daft_wheel_url` are provided) | |
| required: false | |
| python_version: | |
| type: string | |
| description: The version of python to use | |
| required: false | |
| default: "3.9" | |
| cluster_profile: | |
| type: choice | |
| options: | |
| - medium-x86 | |
| - debug_xs-x86 | |
| description: The profile to use for the cluster | |
| required: false | |
| default: medium-x86 | |
| 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: ${{ inputs.python_version }} | |
| - name: Setup uv environment | |
| run: | | |
| uv v | |
| source .venv/bin/activate | |
| uv pip install ray[default] boto3 | |
| - name: Dynamically update ray config file | |
| run: | | |
| source .venv/bin/activate | |
| (cat .github/assets/.template.yaml \ | |
| | python .github/ci-scripts/templatize_ray_config.py \ | |
| --cluster-name "ray-ci-run-${{ github.run_id }}_${{ github.run_attempt }}" \ | |
| --daft-wheel-url '${{ inputs.daft_wheel_url }}' \ | |
| --daft-version '${{ inputs.daft_version }}' \ | |
| --python-version '${{ inputs.python_version }}' \ | |
| --cluster-profile '${{ inputs.cluster_profile }}' | |
| ) >> .github/assets/ray.yaml | |
| cat .github/assets/ray.yaml | |
| - name: Download private ssh key | |
| run: | | |
| KEY=$(aws secretsmanager get-secret-value --secret-id ci-github-actions-ray-cluster-key-3 --query SecretString --output text) | |
| echo "$KEY" >> ~/.ssh/ci-github-actions-ray-cluster-key.pem | |
| chmod 600 ~/.ssh/ci-github-actions-ray-cluster-key.pem | |
| - name: Spin up ray cluster | |
| run: | | |
| source .venv/bin/activate | |
| ray up .github/assets/ray.yaml -y | |
| - name: Setup connection to ray cluster | |
| run: | | |
| source .venv/bin/activate | |
| ray dashboard .github/assets/ray.yaml & | |
| - name: Submit job to ray cluster | |
| run: | | |
| source .venv/bin/activate | |
| if [[ -z '${{ 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"}}' \ | |
| -- ${{ inputs.command }} | |
| - name: Download log files from ray cluster | |
| run: | | |
| source .venv/bin/activate | |
| ray rsync-down .github/assets/ray.yaml /tmp/ray/session_*/logs ray-daft-logs | |
| find ray-daft-logs -depth -name '*:*' -exec bash -c ' | |
| for filepath; do | |
| dir=$(dirname "$filepath") | |
| base=$(basename "$filepath") | |
| new_base=${base//:/_} | |
| mv "$filepath" "$dir/$new_base" | |
| done | |
| ' _ {} + | |
| - name: Kill connection to ray cluster | |
| run: | | |
| PID=$(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/ray.yaml -y | |
| - name: Upload log files | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ray-daft-logs | |
| path: ray-daft-logs |