Auto-Trigger-AWS-EC2 #3
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| name: Auto-Trigger-AWS-EC2 | |
| on: | |
| workflow_dispatch: | |
| jobs: | |
| launch-runner: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - uses: iterative/setup-cml@v2 | |
| - uses: aws-actions/configure-aws-credentials@v4 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ap-south-1 | |
| - name: Deploy runner on AWS EC2 | |
| env: | |
| REPO_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }} | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| run: | | |
| cml runner \ | |
| --single \ | |
| --labels=aws-test --cloud=aws --cloud-image="ami-009761097133eb6de" --cloud-region=ap-south-1 \ | |
| --cloud-type=g4dn.xlarge --cloud-hdd-size=64 --cloud-spot --idle-timeout=100 --name cml-test-001 | |
| train-and-report: | |
| runs-on: [self-hosted, aws-test] | |
| timeout-minutes: 10 # job gets cancelled if it runs for more than 10 minutes | |
| # if you want you can specify the container | |
| # container: | |
| # image: docker://pytorch/pytorch:2.4.0-cuda12.4-cudnn9-runtime | |
| # options: --gpus all | |
| steps: | |
| - name: Verify EC2 Instance | |
| run: | | |
| echo "Checking instance information..." | |
| # Check if we're on EC2 | |
| TOKEN=$(curl -X PUT "http://169.254.169.254/latest/api/token" -H "X-aws-ec2-metadata-token-ttl-seconds: 21600") | |
| curl -H "X-aws-ec2-metadata-token: $TOKEN" http://169.254.169.254/latest/meta-data/instance-type | |
| echo "Checking system resources..." | |
| lscpu | |
| free -h | |
| df -h | |
| nvidia-smi # This will show GPU if available | |
| echo "Checking environment..." | |
| env | grep AWS || true | |
| hostname | |
| whoami | |
| pwd | |
| # Install the AWS CLI if not already available | |
| if ! command -v aws &> /dev/null; then | |
| apt-get update | |
| apt-get install -y awscli | |
| fi | |
| - name: Set up AWS CLI credentials | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| AWS_DEFAULT_REGION: ap-south-1 # Change to your desired region | |
| run: | | |
| # Create the AWS config and credentials files | |
| mkdir -p ~/.aws | |
| echo "[default]" > ~/.aws/config | |
| echo "region=${AWS_DEFAULT_REGION}" >> ~/.aws/config | |
| echo "[default]" > ~/.aws/credentials | |
| echo "aws_access_key_id=${AWS_ACCESS_KEY_ID}" >> ~/.aws/credentials | |
| echo "aws_secret_access_key=${AWS_SECRET_ACCESS_KEY}" >> ~/.aws/credentials | |
| - name: Test AWS CLI | |
| run: | | |
| # Now you can run any AWS CLI command | |
| aws s3 ls # Example command to list S3 buckets | |
| - name: Pull Docker image from docker hub | |
| run: | | |
| docker pull hello-world | |
| - name: Run Docker image | |
| run: | | |
| docker run hello-world | |
| - name: Clean previous images and containers | |
| run: | | |
| docker system prune -f |