Nightly load test #121
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: Nightly load test | |
| on: | |
| schedule: | |
| - cron: '0 0 * * 1-5' | |
| pull_request: | |
| paths: | |
| - ".github/workflows/load_test.yaml" | |
| branches: | |
| - 'main' | |
| jobs: | |
| start-runner: | |
| name: Start self-hosted EC2 runner | |
| runs-on: ubuntu-latest | |
| env: | |
| AWS_REGION: eu-central-1 | |
| EC2_AMI_ID: ami-0ab09c07cfd194259 | |
| EC2_INSTANCE_TYPE: g5.12xlarge | |
| EC2_SUBNET_ID: subnet-988fd9f2,subnet-6f56db13,subnet-6a039326 | |
| EC2_SECURITY_GROUP: sg-072f92ae3082936c6 | |
| outputs: | |
| label: ${{ steps.start-ec2-runner.outputs.label }} | |
| ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }} | |
| steps: | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@v1 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ env.AWS_REGION }} | |
| - name: Start EC2 runner | |
| id: start-ec2-runner | |
| uses: philschmid/philschmid-ec2-github-runner@main | |
| with: | |
| mode: start | |
| github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }} | |
| ec2-image-id: ${{ env.EC2_AMI_ID }} | |
| ec2-instance-type: ${{ env.EC2_INSTANCE_TYPE }} | |
| subnet-id: ${{ env.EC2_SUBNET_ID }} | |
| security-group-id: ${{ env.EC2_SECURITY_GROUP }} | |
| aws-resource-tags: > # optional, requires additional permissions | |
| [ | |
| {"Key": "Name", "Value": "ec2-tgi-github-runner"}, | |
| {"Key": "GitHubRepository", "Value": "${{ github.repository }}"} | |
| ] | |
| load-tests: | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| needs: start-runner # required to start the main job when the runner is ready | |
| runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner | |
| env: | |
| DOCKER_VOLUME: /cache | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v3 | |
| - name: Prepare disks | |
| run: | | |
| sudo mkfs -t ext4 /dev/nvme1n1 | |
| sudo mkdir ${{ env.DOCKER_VOLUME }} | |
| sudo mount /dev/nvme1n1 ${{ env.DOCKER_VOLUME }} | |
| - name: Install k6 | |
| run: | | |
| curl https://github.com/grafana/k6/releases/download/v0.44.0/k6-v0.44.0-linux-amd64.tar.gz -L | tar xvz --strip-components 1 | |
| - name: Start starcoder | |
| run: | | |
| docker run --name tgi-starcoder --rm --gpus all -p 3000:80 -v ${{ env.DOCKER_VOLUME }}:/data -e HUGGING_FACE_HUB_TOKEN=${{ secrets.HUGGING_FACE_HUB_TOKEN }} --pull always -d ghcr.io/predibase/lorax:latest --model-id bigcode/starcoder --num-shard 2 --max-batch-total-tokens 32768 | |
| sleep 10 | |
| wget --timeout 10 --retry-on-http-error --waitretry=1 --tries=240 http://localhost:3000/health | |
| - name: Run k6 | |
| run: | | |
| ./k6 run load_tests/starcoder_load.js | |
| - name: Stop starcoder | |
| if: ${{ always() }} | |
| run: | | |
| docker stop tgi-starcoder || true | |
| stop-runner: | |
| name: Stop self-hosted EC2 runner | |
| needs: | |
| - start-runner | |
| - load-tests | |
| runs-on: ubuntu-latest | |
| env: | |
| AWS_REGION: eu-central-1 | |
| if: ${{ always() }} # required to stop the runner even if the error happened in the previous jobs | |
| steps: | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@v1 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ env.AWS_REGION }} | |
| - name: Stop EC2 runner | |
| uses: philschmid/philschmid-ec2-github-runner@main | |
| with: | |
| mode: stop | |
| github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }} | |
| label: ${{ needs.start-runner.outputs.label }} | |
| ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }} |