largemodel_unit_test_CI #928
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| name: largemodel_unit_test_CI | |
| # runs unit tests on CUDA machine with large model tests. | |
| on: | |
| workflow_call: | |
| workflow_dispatch: | |
| inputs: | |
| marqo_ref: | |
| type: string | |
| required: true | |
| description: > | |
| Branch, tag, or commit SHA to checkout in the marqo repository | |
| marqo_base_ref: | |
| type: string | |
| required: true | |
| description: > | |
| Branch, tag, or commit SHA to checkout in the marqo-base repository | |
| push: | |
| branches: | |
| - mainline | |
| paths-ignore: | |
| - '**.md' | |
| pull_request: | |
| branches: | |
| - mainline | |
| concurrency: | |
| group: large-model-unit-tests-${{ github.ref }} | |
| cancel-in-progress: true | |
| permissions: | |
| contents: read | |
| 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.MARQO_WORKFLOW_TESTS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.MARQO_WORKFLOW_TESTS_SECRET_ACCESS_KEY }} | |
| aws-region: us-east-1 | |
| - 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: ${{ vars.MARQO_CUDA_TESTS_INSTANCE_AMI }} | |
| ec2-instance-type: g4dn.2xlarge | |
| subnet-id: ${{ secrets.MARQO_WORKFLOW_TESTS_SUBNET_ID }} | |
| security-group-id: ${{ secrets.MARQO_WORKFLOW_TESTS_SECURITY_GROUP_ID }} | |
| aws-resource-tags: > # optional, requires additional permissions | |
| [ | |
| {"Key": "Name", "Value": "marqo-github-runner-${{ github.run_id }}"}, | |
| {"Key": "GitHubRepo", "Value": "${{ github.repository }}"}, | |
| {"Key": "WorkflowName", "Value": "${{ github.workflow }}"}, | |
| {"Key": "WorkflowRunId", "Value": "${{ github.run_id }}"}, | |
| {"Key": "WorlflowURL", "Value": "${{ github.event.repository.html_url }}/actions/runs/${{ github.run_id }}"}, | |
| {"Key": "PoloRole", "Value": "testing"} | |
| ] | |
| Test-Marqo: | |
| name: Run Large Model Unit 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: | |
| fetch-depth: 0 | |
| path: marqo | |
| ref: ${{ github.event.inputs.marqo_ref }} | |
| - name: Set up Python 3.9 | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: "3.9" | |
| cache: "pip" | |
| - name: Checkout marqo-base for requirements | |
| uses: actions/checkout@v3 | |
| with: | |
| repository: marqo-ai/marqo-base | |
| path: marqo-base | |
| ref: ${{ github.event.inputs.marqo_base_ref }} | |
| - name: Install dependencies | |
| run: | | |
| pip install -r marqo-base/requirements.txt | |
| # override base requirements with marqo requirements, if needed: | |
| pip install -r marqo/requirements.dev.txt | |
| pip install pytest==7.4.0 | |
| - name: Build Vespa | |
| run: | | |
| systemctl stop unattended-upgrades | |
| apt-get remove -y unattended-upgrades | |
| echo "Updating package list" | |
| apt-get update -y | |
| # Build Vespa components | |
| echo "Installing jdk 17" | |
| sudo apt-get install openjdk-17-jdk -y | |
| export JAVA_HOME=/usr/lib/jvm/java-17-openjdk-amd64 | |
| export PATH=$JAVA_HOME/bin:$PATH | |
| echo "Installing maven" | |
| sudo apt-get install maven -y | |
| echo "Building Vespa components" | |
| cd marqo/vespa | |
| mvn clean package | |
| - name: Start Vespa | |
| run: | | |
| # Define these for checking if Vespa is ready | |
| export VESPA_CONFIG_URL=http://localhost:19071 | |
| export VESPA_DOCUMENT_URL=http://localhost:8080 | |
| export VESPA_QUERY_URL=http://localhost:8080 | |
| cd marqo/scripts/vespa_local | |
| set -x | |
| python vespa_local.py start | |
| set +x | |
| echo "Waiting for Vespa to start" | |
| for i in {1..20}; do | |
| echo -ne "Waiting... $i seconds\r" | |
| sleep 1 | |
| done | |
| echo -e "\nDone waiting." | |
| # Zip up schemas and services | |
| sudo apt-get install zip -y | |
| zip -r vespa_tester_app.zip services.xml schemas | |
| # Deploy application with test schema | |
| curl --header "Content-Type:application/zip" --data-binary @vespa_tester_app.zip http://localhost:19071/application/v2/tenant/default/prepareandactivate | |
| # wait for vespa to start (document url): | |
| timeout 10m bash -c 'until curl -f -X GET $VESPA_DOCUMENT_URL >/dev/null 2>&1; do echo " Waiting for Vespa document API to be available..."; sleep 10; done;' || \ | |
| (echo "Vespa (Document URL) did not start in time" && exit 1) | |
| echo "Vespa document API is available. Local Vespa setup complete." | |
| # Delete the zip file | |
| rm vespa_tester_app.zip | |
| echo "Deleted vespa_tester_app.zip" | |
| - name: Run Large Model Unit Tests | |
| run: | | |
| # Define these for use by marqo | |
| export VESPA_CONFIG_URL=http://localhost:19071 | |
| export VESPA_DOCUMENT_URL=http://localhost:8080 | |
| export VESPA_QUERY_URL=http://localhost:8080 | |
| export MARQO_MAX_CPU_MODEL_MEMORY=15 | |
| export MARQO_MAX_CUDA_MODEL_MEMORY=15 | |
| export PRIVATE_MODEL_TESTS_AWS_ACCESS_KEY_ID=${{ secrets.PRIVATE_MODEL_TESTS_AWS_ACCESS_KEY_ID }} | |
| export PRIVATE_MODEL_TESTS_AWS_SECRET_ACCESS_KEY=${{ secrets.PRIVATE_MODEL_TESTS_AWS_SECRET_ACCESS_KEY }} | |
| export PRIVATE_MODEL_TESTS_HF_TOKEN=${{ secrets.PRIVATE_MODEL_TESTS_HF_TOKEN }} | |
| export PYTHONPATH="./marqo/tests:./marqo/src:./marqo" | |
| pytest marqo/tests/s2_inference/test_large_model_encoding.py::TestLargeClipModels::test_vectorize --largemodel --ignore=marqo/tests/test_documentation.py | |
| 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.MARQO_WORKFLOW_TESTS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.MARQO_WORKFLOW_TESTS_SECRET_ACCESS_KEY }} | |
| aws-region: us-east-1 | |
| - 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 }} |