108 lines
3.9 KiB
YAML
108 lines
3.9 KiB
YAML
name: Nightly load test
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on:
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schedule:
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- cron: '0 0 * * 1-5'
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pull_request:
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paths:
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- ".github/workflows/load_test.yaml"
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branches:
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- 'main'
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jobs:
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start-runner:
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name: Start self-hosted EC2 runner
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runs-on: ubuntu-latest
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env:
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AWS_REGION: us-east-1
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EC2_AMI_ID: ami-03cfed9ea28f4b002
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EC2_INSTANCE_TYPE: g5.12xlarge
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EC2_SUBNET_ID: subnet-931b34f5,subnet-ecb993cd,subnet-943dc2d8,subnet-45371f1a,subnet-ee93e0df,subnet-fddc3dfc
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EC2_SECURITY_GROUP: sg-04d472c808f365022
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outputs:
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label: ${{ steps.start-ec2-runner.outputs.label }}
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ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }}
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steps:
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- name: Configure AWS credentials
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uses: aws-actions/configure-aws-credentials@v1
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with:
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aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
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aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
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aws-region: ${{ env.AWS_REGION }}
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- name: Start EC2 runner
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id: start-ec2-runner
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uses: philschmid/philschmid-ec2-github-runner@main
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with:
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mode: start
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github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
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ec2-image-id: ${{ env.EC2_AMI_ID }}
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ec2-instance-type: ${{ env.EC2_INSTANCE_TYPE }}
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subnet-id: ${{ env.EC2_SUBNET_ID }}
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security-group-id: ${{ env.EC2_SECURITY_GROUP }}
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aws-resource-tags: > # optional, requires additional permissions
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[
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{"Key": "Name", "Value": "ec2-tgi-github-runner"},
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{"Key": "GitHubRepository", "Value": "${{ github.repository }}"}
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]
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load-tests:
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concurrency:
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group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }}
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cancel-in-progress: true
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needs: start-runner # required to start the main job when the runner is ready
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runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
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env:
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DOCKER_VOLUME: /cache
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steps:
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- name: Checkout repository
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uses: actions/checkout@v3
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- name: Prepare disks
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run: |
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sudo mkfs -t ext4 /dev/nvme1n1
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sudo mkdir ${{ env.DOCKER_VOLUME }}
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sudo mount /dev/nvme1n1 ${{ env.DOCKER_VOLUME }}
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- name: Install k6
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run: |
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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
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- name: Start starcoder
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run: |
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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/huggingface/text-generation-inference:latest --model-id bigcode/starcoder --num-shard 2 --max-batch-total-tokens 32768
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sleep 10
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wget --timeout 10 --retry-on-http-error --waitretry=1 --tries=240 http://localhost:3000/health
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- name: Run k6
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run: |
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./k6 run load_tests/starcoder_load.js
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- name: Stop starcoder
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if: ${{ always() }}
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run: |
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docker stop tgi-starcoder || true
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stop-runner:
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name: Stop self-hosted EC2 runner
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needs:
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- start-runner
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- load-tests
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runs-on: ubuntu-latest
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env:
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AWS_REGION: us-east-1
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if: ${{ always() }} # required to stop the runner even if the error happened in the previous jobs
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steps:
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- name: Configure AWS credentials
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uses: aws-actions/configure-aws-credentials@v1
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with:
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aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
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aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
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aws-region: ${{ env.AWS_REGION }}
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- name: Stop EC2 runner
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uses: philschmid/philschmid-ec2-github-runner@main
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with:
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mode: stop
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github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
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label: ${{ needs.start-runner.outputs.label }}
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ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }} |