Locust test suite random_index_and_tensor_search.py run on http://localhost:8882 with 10 users #1
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| name: locust_performance_tests | |
| run-name: Locust test suite ${{ inputs.test_suite }} run on ${{ inputs.marqo_host }} with ${{ inputs.number_of_users }} users | |
| # runs Locust performance tests on local Marqo container or Marqo Cloud | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| test_suite: | |
| type: choice | |
| required: true | |
| options: | |
| - random_index_and_tensor_search.py | |
| description: > | |
| Location of the locustfile that contains the test suite. This works as the entrypoint | |
| number_of_users: | |
| type: string | |
| required: true | |
| default: "10" | |
| description: > | |
| Total number of simulated users | |
| user_spawn_rate: | |
| type: string | |
| required: true | |
| default: "1" | |
| description: > | |
| Users spawned per second | |
| duration: | |
| type: string | |
| required: true | |
| default: "5m" | |
| description: > | |
| How long stress testing will go on, default is 5 minutes | |
| marqo_host: | |
| type: string | |
| required: true | |
| default: "http://localhost:8882" | |
| description: > | |
| Marqo host to run performance test on. If it's set to be localhost, we will spin up a local Marqo container. | |
| Otherwise, the test will try to connect to the remote Marqo host. | |
| index_name: | |
| type: string | |
| required: true | |
| default: "locust-test" | |
| description: > | |
| Index name to test. This index will be created before the local test run. You can also create it in Marqo Cloud | |
| and specify the name here | |
| # For test in cloud | |
| marqo_cloud_api_key: | |
| type: string | |
| required: false | |
| description: > | |
| API key used to test Marqo Cloud instance | |
| # For Local tests | |
| image_to_test: | |
| type: string | |
| required: false | |
| default: marqo_docker_0 | |
| description: > | |
| This is optional. If left as the default value "marqo_docker_0", the docker image built from this branch is tested. | |
| Otherwise, the specified docker image is tested. For example "marqoai/marqo:latest", ignored when testing Marqo Cloud | |
| index_model_name: | |
| type: string | |
| required: false | |
| default: "hf/e5-base-v2" | |
| description: > | |
| Embedding model to use to create the index. This is ignored when testing Marqo Cloud | |
| jobs: | |
| Start-Runner: | |
| name: Start self-hosted EC2 runner | |
| runs-on: ubuntu-latest | |
| 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: ${{ secrets.AWS_REGION }} | |
| - name: Start EC2 runner | |
| id: start-ec2-runner | |
| uses: machulav/ec2-github-runner@v2 | |
| with: | |
| mode: start | |
| github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }} | |
| ec2-image-id: ${{ secrets.AMD_EC2_IMAGE_ID }} | |
| ec2-instance-type: t3.xlarge | |
| subnet-id: ${{ secrets.AMD_SUBNET_ID }} | |
| security-group-id: ${{ secrets.AMD_SECURITY_GROUP_ID }} | |
| Test-Marqo: | |
| name: Run Locust Performance Tests | |
| 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 | |
| environment: marqo-test-suite | |
| steps: | |
| - name: Checkout marqo repo | |
| uses: actions/checkout@v3 | |
| with: | |
| ref: ${{ github.event.inputs.marqo_ref }} | |
| - name: Set up Python 3.8 | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: "3.8" | |
| - name: Set up Docker Buildx | |
| if: github.event.inputs.marqo_host == 'http://localhost:8882' && github.event.inputs.image_to_test == 'marqo_docker_0' | |
| uses: docker/setup-buildx-action@v2 | |
| - name: Build Docker Image | |
| if: github.event.inputs.marqo_host == 'http://localhost:8882' && github.event.inputs.image_to_test == 'marqo_docker_0' | |
| run: | | |
| DOCKER_BUILDKIT=1 docker build . -t marqo_docker_0 | |
| - name: Start local Marqo container | |
| if: github.event.inputs.marqo_host == 'http://localhost:8882' | |
| run: ./.github/scripts/start_docker_marqo.sh ${{ github.event.inputs.image_to_test }} -e MARQO_MODELS_TO_PRELOAD='["${{ github.event.inputs.index_model_name }}"]' | |
| - name: Install Perf Tests Dependencies | |
| run: | | |
| cd perf_tests | |
| pip install -r requirements.txt | |
| - name: Run Perf Tests | |
| run: | | |
| cd perf_tests | |
| mkdir -p report | |
| locust -f ${{ github.event.inputs.test_suite }} -u ${{ github.event.inputs.number_of_users }} \ | |
| -r ${{ github.event.inputs.user_spawn_rate }} -t ${{ github.event.inputs.duration }} \ | |
| -H ${{ github.event.inputs.marqo_host }} | |
| env: | |
| MARQO_INDEX_NAME: ${{ github.event.inputs.index_name }} | |
| MARQO_INDEX_MODEL_NAME: ${{ github.event.inputs.index_model_name }} | |
| MARQO_CLOUD_API_KEY: ${{ github.event.inputs.marqo_cloud_api_key }} | |
| - name: Upload Locust Test Report | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: marqo-locust-test-report | |
| path: perf_tests/report/ | |
| Stop-Runner: | |
| name: Stop self-hosted EC2 runner | |
| needs: | |
| - Start-Runner # required to get output from the start-runner job | |
| - Test-Marqo # required to wait when the main job is done | |
| runs-on: ubuntu-latest | |
| 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: ${{ secrets.AWS_REGION }} | |
| - name: Stop EC2 runner | |
| uses: machulav/ec2-github-runner@v2 | |
| 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 }} |