Add e2e test for train API #45
Workflow file for this run
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: 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 | |
| env: | |
| KIND_CLUSTER: training-operator-cluster | |
| TRAINING_CI_IMAGE: kubeflowtraining/training-operator:test | |
| GANG_SCHEDULER_NAME: "none" | |
| KUBERNETES_VERSION: ${{ matrix.kubernetes-version }} | |
| - name: Build and load storage initializer and trainer | |
| run: | | |
| ./scripts/gha/setup-storage-initializer-and-trainer.sh | |
| env: | |
| STORAGE_INITIALIZER_CI_IMAGE: kubeflowtraining/storage-initializer:test | |
| TRAINER_CI_IMAGE: kubeflowtraining/trainer:test | |
| - name: Check disk space | |
| run: df -h | |
| - name: Run tests | |
| run: | | |
| kind load docker-image ${{ env.STORAGE_INITIALIZER_IMAGE }} --name ${{ env.KIND_CLUSTER }} | |
| kind load docker-image ${{ env.TRAINER_TRANSFORMER_IMAGE_DEFAULT }} --name ${{ env.KIND_CLUSTER }} | |
| 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: | |
| KIND_CLUSTER: training-operator-cluster | |
| STORAGE_INITIALIZER_IMAGE: kubeflowtraining/storage-initializer:test | |
| TRAINER_TRANSFORMER_IMAGE_DEFAULT: kubeflowtraining/trainer:test |