run-cluster #190
Workflow file for this run
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name: run-cluster | |
on: | |
workflow_dispatch: | |
inputs: | |
python_version: | |
description: Python version | |
type: string | |
required: false | |
default: "3.9" | |
cluster_profile: | |
description: Cluster profile | |
type: choice | |
options: | |
- medium-x86 | |
- debug_xs-x86 | |
required: false | |
default: medium-x86 | |
config_command: | |
description: Command to produce ray config file | |
type: string | |
required: true | |
entrypoint: | |
description: Command | |
type: string | |
required: true | |
jobs: | |
run-command: | |
runs-on: [self-hosted, linux, x64, ci-dev] | |
timeout-minutes: 15 # Remove for ssh debugging | |
permissions: | |
id-token: write | |
contents: read | |
env: | |
RUN_MODE: ci | |
steps: | |
- name: Log workflow inputs | |
run: echo "${{ toJson(github.event.inputs) }}" | |
- 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-cluster-workflow | |
- name: Install uv, rust, python | |
uses: ./.github/actions/install | |
with: | |
python_version: ${{ inputs.python_version }} | |
- name: Setup uv environment | |
run: | | |
uv v | |
source .venv/bin/activate | |
uv pip install ray[default] boto3 | |
- name: Produce ray configuration file | |
run: | | |
source .venv/bin/activate | |
if [ -e /tmp/ray.yaml ]; then | |
rm /tmp/ray.yaml | |
fi | |
echo "$(${{ inputs.config_command }})" >> /tmp/ray.yaml | |
cat /tmp/ray.yaml | |
# - name: Dynamically update ray config file | |
# run: | | |
# source .venv/bin/activate | |
# (cat .github/assets/template.yaml | \ | |
# uv run \ | |
# --python 3.12 \ | |
# .github/ci-scripts/templatize_ray_config.py \ | |
# --cluster-name "ray-ci-run-${{ 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 '${{ inputs.cluster_profile }}' \ | |
# --working-dir '${{ inputs.working_dir }}' \ | |
# --entrypoint-script '${{ inputs.entrypoint_script }}' | |
# ) >> .github/assets/ray.yaml | |
# cat .github/assets/ray.yaml | |
# - name: Setup ray env vars | |
# run: | | |
# source .venv/bin/activate | |
# ray_env_var=$(python .github/ci-scripts/format_env_vars.py \ | |
# --env-vars '${{ inputs.env_vars }}' \ | |
# --enable-ray-tracing \ | |
# ) | |
# echo $ray_env_var | |
# echo "ray_env_var=$ray_env_var" >> $GITHUB_ENV | |
- name: Download private ssh key | |
run: | | |
KEY=$(aws secretsmanager get-secret-value --secret-id ci-github-actions-ray-cluster-key-3 --query SecretString --output text) | |
echo "$KEY" >> ~/.ssh/ci-github-actions-ray-cluster-key.pem | |
chmod 600 ~/.ssh/ci-github-actions-ray-cluster-key.pem | |
- name: Spin up ray cluster | |
run: | | |
source .venv/bin/activate | |
ray up /tmp/ray.yaml -y | |
- name: Setup connection to ray cluster | |
run: | | |
source .venv/bin/activate | |
ray dashboard /tmp/ray.yaml & | |
- name: Run the given entrypoint | |
run: | | |
source .venv/bin/activate | |
if [[ -z '${{ inputs.entrypoint }}' ]]; then | |
echo 'Invalid entrypoint submitted' | |
exit 1 | |
fi | |
chmod +x ${{ inputs.entrypoint }} | |
${{ inputs.entrypoint }} | |
# - name: Download log files from ray cluster | |
# run: | | |
# source .venv/bin/activate | |
# ray rsync-down /tmp/ray.yaml /tmp/ray/session_*/logs ray-daft-logs | |
# find ray-daft-logs -depth -name '*:*' -exec bash -c ' | |
# for filepath; do | |
# dir=$(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 /tmp/ray.yaml -y | |
# - name: Upload log files | |
# uses: actions/upload-artifact@v4 | |
# with: | |
# name: ray-daft-logs | |
# path: ray-daft-logs |