feat: Add load tests #416
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| name: Nightly load test | |
| on: | |
| schedule: | |
| - cron: '0 0 * * 1-5' | |
| workflow_call: | |
| workflow_dispatch: | |
| pull_request: | |
| paths: | |
| - ".github/workflows/load_test.yaml" | |
| branches: | |
| - 'main' | |
| env: | |
| AWS_DEFAULT_REGION: us-east-1 | |
| AWS_ACCESS_KEY_ID: ${{ secrets.S3_AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.S3_AWS_SECRET_ACCESS_KEY }} | |
| LOAD_TEST_ISSUE: 2235 | |
| jobs: | |
| load-tests: | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| runs-on: | |
| group: aws-g6-12xlarge-plus-priv | |
| env: | |
| DOCKER_VOLUME: /cache | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v3 | |
| - name: Install awscli | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y awscli | |
| - name: Install poetry | |
| run: | | |
| curl -sSL https://install.python-poetry.org | python3 - | |
| export PATH="$HOME/.local/bin:$PATH" | |
| poetry --version | |
| - name: Install texlive minimal | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y texlive-latex-extra texlive-fonts-recommended dvipng cm-super | |
| - name: Install Go 1.21 | |
| uses: actions/setup-go@v2 | |
| with: | |
| go-version: 1.21 | |
| - name: Install Python 3.11 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.11 | |
| - name: Download artifacts from previous runs | |
| uses: actions/github-script@v6 | |
| continue-on-error: true | |
| env: | |
| WORKFLOW_FILENAME: load_test.yaml | |
| ARTIFACT_NAME: benchmark_results_csv | |
| ARTIFACT_FILENAME: benchmark_results_csv.zip | |
| UNZIP_DIR: /tmp/artifacts | |
| with: | |
| script: | | |
| const script = require('./load_tests/download_artifact.js') | |
| await script({github, context, core}) | |
| - name: Run load test | |
| run: | | |
| cd load_tests | |
| make load-test | |
| shell: bash | |
| - name: Archive test results artifacts | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: benchmark_results | |
| path: | | |
| load_tests/output/* | |
| - name: Upload to S3 | |
| run: | | |
| aws s3 cp load_tests/output/ s3://text-generation-inference-ci/${{ github.sha }} --recursive | |
| - uses: actions/github-script@v6 | |
| if: github.event_name == 'pull_request' | |
| with: | |
| script: | | |
| let content=require('fs').readFileSync('load_tests/output/benchmark_avg_delta.md', 'utf-8'); | |
| github.rest.issues.createComment({ | |
| issue_number: process.env.LOAD_TEST_ISSUE, | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| body: '🚀 Load test results are in for commit [${{ github.sha }}](https://github.com/huggingface/text-generation-inference/commit/${{ github.sha }})\n\n'+ | |
| '## Variable length prompts\n'+ | |
| '<p float="left">\n'+ | |
| '<img src="http://text-generation-inference-ci.s3-website-us-east-1.amazonaws.com/${{github.sha}}/sharegpt_conversations_constant_arrival_rate.png" width=200>\n' + | |
| '<img src="http://text-generation-inference-ci.s3-website-us-east-1.amazonaws.com/${{github.sha}}/sharegpt_conversations_constant_vus.png" width=200>\n' + | |
| '</p>\n\n' + | |
| '## Constant length prompts\n'+ | |
| '<p float="left">\n'+ | |
| '<img src="http://text-generation-inference-ci.s3-website-us-east-1.amazonaws.com/${{github.sha}}/constant_tokens_constant_vus.png" width=200>\n' + | |
| '<img src="http://text-generation-inference-ci.s3-website-us-east-1.amazonaws.com/${{github.sha}}/constant_tokens_constant_arrival_rate.png" width=200>\n'+ | |
| '</p>\n\n' + | |
| '## Delta to last release\n\n'+ | |
| content | |
| }) |