Nightly load test #97
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| 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 }} |