SageMaker PythonSDK Integration Tests #641
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: SageMaker PythonSDK Integration Tests | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| mode: | |
| description: "candidate release version, or nightly. Default is nightly" | |
| required: false | |
| default: 'nightly' | |
| sagemaker-repository: | |
| description: 'Link to Github repository for SageMaker Python SDK. Can be a personal fork.' | |
| required: false | |
| default: '' | |
| repository-branch: | |
| description: 'The branch from the SagMaker Python SDK fork to use for testing' | |
| required: false | |
| default: '' | |
| run_benchmark: | |
| description: 'Runs benchmark and upload to cloud watch metrics' | |
| required: false | |
| default: 'true' | |
| schedule: | |
| - cron: '0 4 * * *' | |
| jobs: | |
| create-runners: | |
| runs-on: [self-hosted, scheduler] | |
| steps: | |
| - name: Create new CPU instance | |
| id: create_cpu1 | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \ | |
| https://api.github.com/repos/deepjavalibrary/djl-serving/actions/runners/registration-token \ | |
| --fail \ | |
| | jq '.token' | tr -d '"' ) | |
| ./start_instance.sh action_cpu $token djl-serving | |
| - name: Create new CPU instance | |
| id: create_cpu2 | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \ | |
| https://api.github.com/repos/deepjavalibrary/djl-serving/actions/runners/registration-token \ | |
| --fail \ | |
| | jq '.token' | tr -d '"' ) | |
| ./start_instance.sh action_cpu $token djl-serving | |
| outputs: | |
| cpu_instance_id1: ${{ steps.create_cpu1.outputs.action_cpu_instance_id }} | |
| cpu_instance_id2: ${{ steps.create_cpu2.outputs.action_cpu_instance_id }} | |
| endpoint-tests: | |
| runs-on: [ self-hosted, cpu ] | |
| timeout-minutes: 120 | |
| needs: create-runners | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| container: [lmi, tensorrt-llm] | |
| env: | |
| run_benchmark: ${{ github.event.inputs.run_benchmark || 'true' }} | |
| image_type: ${{ github.event.inputs.mode || 'nightly' }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python3 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10.x' | |
| - name: Install pip dependencies | |
| run: pip3 install -U boto3 awscli | |
| - name: Install SageMaker Python SDK | |
| working-directory: tests/integration | |
| run: | | |
| ./install_sagemaker_pysdk.sh ${{ github.event.inputs.sagemaker-repository }} ${{ github.event.inputs.repository-branch }} | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v4 | |
| with: | |
| aws-region: us-west-2 | |
| - name: Test llama3-8b | |
| working-directory: tests/integration | |
| run: | | |
| python3 llm/sagemaker-endpoint-tests.py llama3-8b sme ${image_type} ${{ matrix.container}} ${run_benchmark} | |
| echo "sleep 30 seconds to allow endpoint deletion" | |
| sleep 30 | |
| - name: Test mistral-7b | |
| if: ${{ always() }} | |
| working-directory: tests/integration | |
| run: | | |
| python3 llm/sagemaker-endpoint-tests.py mistral-7b sme ${image_type} ${{ matrix.container}} ${run_benchmark} | |
| echo "sleep 30 seconds to allow endpoint deletion" | |
| sleep 30 | |
| - name: Test phi-2 | |
| if: ${{ always() }} | |
| working-directory: tests/integration | |
| run: | | |
| python3 llm/sagemaker-endpoint-tests.py phi-2 sme ${image_type} ${{ matrix.container}} ${run_benchmark} | |
| echo "sleep 30 seconds to allow endpoint deletion" | |
| sleep 30 | |
| - name: Test llava-v1.6 | |
| if: ${{ always() && matrix.container == 'lmi' }} | |
| working-directory: tests/integration | |
| run: | | |
| python3 llm/sagemaker-endpoint-tests.py llava-v1.6 sme ${image_type} ${{ matrix.container }} ${run_benchmark} | |
| - name: Test Multi Model Endpoint | |
| if: ${{ always() }} | |
| working-directory: tests/integration | |
| run: | | |
| python3 llm/sagemaker-endpoint-tests.py mme_common mme ${image_type} ${{ matrix.container}} ${run_benchmark} | |
| echo "sleep 30 seconds to allow endpoint deletion" | |
| sleep 30 | |
| stop-runners: | |
| if: always() | |
| runs-on: [ self-hosted, scheduler ] | |
| needs: [ create-runners, endpoint-tests ] | |
| steps: | |
| - name: Cleanup dangling SageMaker resources | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| ./cleanup_sagemaker_resources.sh sm-integration-test us-west-2 | |
| - name: Stop all instances | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| instance_id=${{ needs.create-runners.outputs.cpu_instance_id1 }} | |
| ./stop_instance.sh $instance_id | |
| instance_id=${{ needs.create-runners.outputs.cpu_instance_id2 }} | |
| ./stop_instance.sh $instance_id |