Add e2e test for train API #51
Workflow file for this run
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| name: E2E Test with train API | |
| on: | |
| - pull_request | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| e2e-test: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| kubernetes-version: ["v1.28.7"] | |
| python-version: ["3.9", "3.10", "3.11"] | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - name: Free-Up Disk Space | |
| uses: ./.github/workflows/free-up-disk-space | |
| - name: Setup Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Create k8s Kind Cluster | |
| uses: helm/[email protected] | |
| with: | |
| node_image: kindest/node:${{ matrix.kubernetes-version }} | |
| cluster_name: training-operator-cluster | |
| kubectl_version: ${{ matrix.kubernetes-version }} | |
| - name: Build training-operator | |
| run: | | |
| ./scripts/gha/build-image.sh | |
| env: | |
| TRAINING_CI_IMAGE: kubeflowtraining/training-operator:test | |
| - name: Deploy training operator | |
| run: | | |
| ./scripts/gha/setup-training-operator.sh | |
| docker system df | |
| df -h | |
| env: | |
| KIND_CLUSTER: training-operator-cluster | |
| TRAINING_CI_IMAGE: kubeflowtraining/training-operator:test | |
| GANG_SCHEDULER_NAME: "none" | |
| KUBERNETES_VERSION: ${{ matrix.kubernetes-version }} | |
| - name: Prune docker images | |
| shell: bash | |
| run: | | |
| docker image prune -a -f | |
| docker system df | |
| df -h | |
| - name: Build storage initializer and trainer | |
| run: | | |
| ./scripts/gha/setup-storage-initializer-and-trainer.sh | |
| docker system df | |
| df -h | |
| env: | |
| STORAGE_INITIALIZER_CI_IMAGE: kubeflowtraining/storage-initializer:test | |
| TRAINER_CI_IMAGE: kubeflowtraining/trainer:test | |
| - name: Load storage initializer | |
| run: | | |
| kind load docker-image ${{ env.STORAGE_INITIALIZER_CI_IMAGE }} --name ${{ env.KIND_CLUSTER }} | |
| docker system df | |
| df -h | |
| env: | |
| KIND_CLUSTER: training-operator-cluster | |
| STORAGE_INITIALIZER_CI_IMAGE: kubeflowtraining/storage-initializer:test | |
| - name: Remove image | |
| run: | | |
| docker rmi ${{ env.STORAGE_INITIALIZER_CI_IMAGE}} | |
| docker builder prune --all --force | |
| docker system df | |
| df -h | |
| env: | |
| STORAGE_INITIALIZER_CI_IMAGE: kubeflowtraining/storage-initializer:test | |
| - name: Monitor resources usage of node | |
| run: | | |
| echo "Monitor resources usage of node" | |
| kubectl describe nodes training-operator-cluster-control-plane | |
| echo "Monitor resources usage of pods" | |
| kubectl get pods --all-namespaces | |
| - name: Load trainer | |
| run: | | |
| kind load docker-image ${{ env.TRAINER_CI_IMAGE }} --name ${{ env.KIND_CLUSTER }} | |
| docker rmi ${{ env.TRAINER_CI_IMAGE }} | |
| docker system df | |
| df -h | |
| env: | |
| KIND_CLUSTER: training-operator-cluster | |
| TRAINER_CI_IMAGE: kubeflowtraining/trainer:test | |
| - name: Run tests | |
| run: | | |
| pip install pytest | |
| python3 -m pip install -e sdk/python[huggingface] | |
| pytest -s sdk/python/test/e2e-train-api/test_e2e_train_api.py --log-cli-level=debug | |
| env: | |
| STORAGE_INITIALIZER_IMAGE: kubeflowtraining/storage-initializer:test | |
| TRAINER_TRANSFORMER_IMAGE_DEFAULT: kubeflowtraining/trainer:test |