Benchmarks #25
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| name: Benchmarks | |
| on: | |
| schedule: | |
| # * is a special character in YAML so you have to quote this string | |
| - cron: "23 18 * * *" | |
| workflow_dispatch: | |
| jobs: | |
| benchmark: | |
| runs-on: ubuntu-latest | |
| if: github.repository == 'SeldonIO/MLServer' # Do not run this on forks. | |
| strategy: | |
| matrix: | |
| scenario: ["inference-rest.js", "inference-grpc.js"] | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python 3.10 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.10" | |
| - name: Install Poetry | |
| uses: snok/install-poetry@v1 | |
| with: | |
| virtualenvs-create: false | |
| - name: Install Dependencies | |
| run: | | |
| make install-dev | |
| - name: Install k6 | |
| working-directory: ./benchmarking | |
| run: | | |
| curl https://github.com/grafana/k6/releases/download/v0.44.1/k6-v0.44.1-linux-amd64.tar.gz -L | tar xvz --strip-components 1 | |
| - name: Start Test Server & Run Benchmark | |
| working-directory: ./benchmarking | |
| run: | | |
| make start-testserver & | |
| sleep 5 && # Wait for test server to come up | |
| ./k6 run ./scenarios/${{ matrix.scenario }} | |
| env: | |
| MLSERVER_HOST: localhost | |
| MLSERVER_HTTP_PORT: 8080 | |
| MLSERVER_GRPC_PORT: 8081 |