Integration tests #832
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| name: Integration tests | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| djl-version: | |
| description: 'The released version of DJL' | |
| required: false | |
| default: '' | |
| schedule: | |
| - cron: '0 15 * * *' | |
| jobs: | |
| create-runners: | |
| runs-on: [self-hosted, scheduler] | |
| steps: | |
| - name: Create new GPU instance | |
| id: create_gpu | |
| 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_gpu $token djl-serving | |
| - name: Create new Graviton instance | |
| id: create_aarch64 | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| token=$( 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_graviton $token djl-serving | |
| outputs: | |
| gpu_instance_id: ${{ steps.create_gpu.outputs.action_gpu_instance_id }} | |
| aarch64_instance_id: ${{ steps.create_aarch64.outputs.action_graviton_instance_id }} | |
| cpu-test: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| arch: [ cpu, cpu-full ] | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up JDK 17 | |
| uses: actions/setup-java@v4 | |
| with: | |
| distribution: 'corretto' | |
| java-version: 17 | |
| - uses: actions/cache@v4 | |
| with: | |
| path: ~/.gradle/caches | |
| key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*') }} | |
| restore-keys: | | |
| ${{ runner.os }}-gradle- | |
| - name: Install DJL-Bench | |
| working-directory: benchmark | |
| run: ./gradlew installOnLinux | |
| - name: Build container name | |
| run: ./serving/docker/scripts/docker_name_builder.sh ${{ matrix.arch }} ${{ github.event.inputs.djl-version }} | |
| - name: Download models and dockers | |
| working-directory: tests/integration | |
| run: | | |
| docker pull deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG | |
| ./download_models.sh ${{ matrix.arch }} | |
| - name: Test Python model | |
| if: ${{ matrix.arch != 'cpu' }} | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models ${{ matrix.arch }} \ | |
| serve -m test::Python=file:/opt/ml/model/resnet18_all_batch.zip | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| ./test_client.sh tensor/ndlist 1,3,224,224 | |
| ./test_client.sh tensor/npz 1,3,224,224 | |
| docker rm -f $(docker ps -aq) | |
| - name: Test dynamic batch with Python model | |
| if: ${{ matrix.arch != 'cpu' }} | |
| working-directory: tests/integration | |
| run: | | |
| echo -en "SERVING_BATCH_SIZE=2\nSERVING_MAX_BATCH_DELAY=30000" > docker_env | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models ${{ matrix.arch }} \ | |
| serve -m test::Python=file:/opt/ml/model/resnet18_all_batch.zip | |
| EXPECT_TIMEOUT=1 ./test_client.sh image/jpg models/kitten.jpg | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| rm docker_env | |
| - name: Test PyTorch model | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models ${{ matrix.arch }} \ | |
| serve -m test::PyTorch=file:/opt/ml/model/resnet18_all_batch.zip | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| - name: Test PyTorch model binary mode | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models ${{ matrix.arch }} \ | |
| serve -m "test::PyTorch=file:/opt/ml/model/resnet18_all_batch.zip?translatorFactory=ai.djl.translate.NoopServingTranslatorFactory&application=undefined" | |
| ./test_client.sh tensor/ndlist 1,3,224,224 | |
| ./test_client.sh tensor/npz 1,3,224,224 | |
| docker rm -f $(docker ps -aq) | |
| - name: Test dynamic batch with PyTorch model | |
| working-directory: tests/integration | |
| run: | | |
| echo -en "SERVING_BATCH_SIZE=2\nSERVING_MAX_BATCH_DELAY=30000" > docker_env | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models ${{ matrix.arch }} \ | |
| serve -m test::PyTorch=file:/opt/ml/model/resnet18_all_batch.zip | |
| EXPECT_TIMEOUT=1 ./test_client.sh image/jpg models/kitten.jpg | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| rm docker_env | |
| - name: Test MxNet model | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models ${{ matrix.arch }} \ | |
| serve -m test::MXNet=file:/opt/ml/model/ssd_resnet50.zip | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| - name: Test ONNX model | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models ${{ matrix.arch }} \ | |
| serve -m test::OnnxRuntime=file:/opt/ml/model/resnet18-v1-7.zip | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| - name: Test TensorFlow model binary mode | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models ${{ matrix.arch }} \ | |
| serve -m test::TensorFlow=file:/opt/ml/model/resnet50v1.zip?model_name=resnet50 | |
| ./test_client.sh tensor/ndlist 1,224,224,3 | |
| docker rm -f $(docker ps -aq) | |
| - name: On fail step | |
| if: ${{ failure() }} | |
| working-directory: tests/integration | |
| run: | | |
| cat logs/serving.log | |
| - name: Upload test logs | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: ${{ matrix.arch }}-logs | |
| path: tests/integration/logs/ | |
| gpu-test: | |
| runs-on: [ self-hosted, gpu ] | |
| timeout-minutes: 30 | |
| needs: create-runners | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Clean env | |
| run: | | |
| yes | docker system prune -a --volumes | |
| sudo rm -rf /home/ubuntu/actions-runner/_work/_tool/Java_Corretto_jdk/ | |
| echo "wait dpkg lock..." | |
| while sudo fuser /var/{lib/{dpkg,apt/lists},cache/apt/archives}/lock >/dev/null 2>&1; do sleep 5; done | |
| - name: Set up JDK 17 | |
| uses: actions/setup-java@v4 | |
| with: | |
| distribution: 'corretto' | |
| java-version: 17 | |
| - uses: actions/cache@v4 | |
| with: | |
| path: ~/.gradle/caches | |
| key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*') }} | |
| restore-keys: | | |
| ${{ runner.os }}-gradle- | |
| - name: Install DJL-Bench | |
| working-directory: benchmark | |
| run: ./gradlew installOnLinux | |
| - name: Build container name | |
| run: ./serving/docker/scripts/docker_name_builder.sh pytorch-gpu ${{ github.event.inputs.djl-version }} | |
| - name: Download models and dockers | |
| working-directory: tests/integration | |
| run: | | |
| docker pull deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG | |
| mkdir logs | |
| ./download_models.sh pytorch-gpu | |
| - name: Test Python model | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models pytorch-gpu \ | |
| serve -m test::Python=file:/opt/ml/model/resnet18_all_batch.zip | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| - name: Test PyTorch model | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models pytorch-gpu \ | |
| serve -m test::PyTorch=file:/opt/ml/model/resnet18_all_batch.zip | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| - name: On fail step | |
| if: ${{ failure() }} | |
| working-directory: tests/integration | |
| run: | | |
| cat logs/serving.log | |
| - name: Upload test logs | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: pytorch-gpu-logs | |
| path: tests/integration/logs/ | |
| aarch64-test: | |
| runs-on: [ self-hosted, aarch64 ] | |
| timeout-minutes: 30 | |
| needs: create-runners | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Clean env | |
| run: | | |
| yes | docker system prune -a --volumes | |
| sudo rm -rf /home/ubuntu/actions-runner/_work/_tool/Java_Corretto_jdk/ | |
| - name: Set up JDK 17 | |
| uses: actions/setup-java@v4 | |
| with: | |
| distribution: 'corretto' | |
| java-version: 17 | |
| architecture: aarch64 | |
| - uses: actions/cache@v4 | |
| with: | |
| path: ~/.gradle/caches | |
| key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*') }} | |
| restore-keys: | | |
| ${{ runner.os }}-gradle- | |
| - name: Install DJL-Bench | |
| working-directory: benchmark | |
| run: ./gradlew installOnLinux | |
| - name: Build container name | |
| run: ./serving/docker/scripts/docker_name_builder.sh aarch64 ${{ github.event.inputs.djl-version }} | |
| - name: Download models and dockers | |
| working-directory: tests/integration | |
| run: | | |
| docker pull deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG | |
| mkdir logs | |
| ./download_models.sh aarch64 | |
| - name: Test PyTorch model | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models aarch64 \ | |
| serve -m test::PyTorch=file:/opt/ml/model/resnet18_all_batch.zip | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| - name: Test ONNX model | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models aarch64 \ | |
| serve -m test::OnnxRuntime=file:/opt/ml/model/resnet18-v1-7.zip | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| - name: Check telemetry collection | |
| working-directory: tests/integration | |
| run: | | |
| ./test_telemetry.sh logs/telemetry-test | |
| - name: On fail step | |
| if: ${{ failure() }} | |
| working-directory: tests/integration | |
| run: | | |
| cat logs/serving.log | |
| - name: Upload test logs | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: pytorch-aarch64-logs | |
| path: tests/integration/logs/ | |
| stop-runners: | |
| if: always() | |
| runs-on: [ self-hosted, scheduler ] | |
| needs: [ create-runners, aarch64-test, gpu-test ] | |
| steps: | |
| - name: Stop all instances | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| instance_id=${{ needs.create-runners.outputs.gpu_instance_id }} | |
| ./stop_instance.sh $instance_id | |
| instance_id=${{ needs.create-runners.outputs.aarch64_instance_id }} | |
| ./stop_instance.sh $instance_id |