KEP-2170: [SDK] Initial implementation of the Kubeflow Training V2 Python SDK #1701
Workflow file for this run
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name: integration test | |
on: | |
- pull_request | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.ref }} | |
cancel-in-progress: true | |
jobs: | |
integration-test: | |
runs-on: ubuntu-latest | |
# Almost similar to the following: | |
# | |
# ```yaml | |
# strategy: | |
# fail-fast: false | |
# matrix: | |
# kubernetes-version: ["v1.27.11", "v1.28.7", "v1.29.2"] | |
# gang-scheduler-name: ["none", "scheduler-plugins", "volcano"] | |
# ``` | |
# The difference is that each combination is randomly assigned various Python versions | |
# to verify Python SDK operations. | |
strategy: | |
fail-fast: false | |
matrix: | |
# TODO (tenzen-y): Add volcano. | |
include: | |
- kubernetes-version: v1.29.2 | |
gang-scheduler-name: "none" | |
python-version: "3.10" | |
- kubernetes-version: v1.27.11 | |
gang-scheduler-name: "none" | |
python-version: "3.11" | |
- kubernetes-version: v1.28.7 | |
gang-scheduler-name: "none" | |
python-version: "3.8" | |
- kubernetes-version: v1.29.2 | |
gang-scheduler-name: "scheduler-plugins" | |
python-version: "3.9" | |
- kubernetes-version: v1.27.11 | |
gang-scheduler-name: "scheduler-plugins" | |
python-version: "3.10" | |
- kubernetes-version: v1.28.7 | |
gang-scheduler-name: "scheduler-plugins" | |
python-version: "3.11" | |
- kubernetes-version: v1.29.2 | |
gang-scheduler-name: "volcano" | |
python-version: "3.8" | |
- kubernetes-version: v1.27.11 | |
gang-scheduler-name: "volcano" | |
python-version: "3.9" | |
- kubernetes-version: v1.28.7 | |
gang-scheduler-name: "volcano" | |
python-version: "3.10" | |
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: ${{ matrix.python-version }} | |
- name: Setup Go | |
uses: actions/setup-go@v5 | |
with: | |
go-version-file: go.mod | |
- name: Create k8s Kind Cluster | |
uses: helm/[email protected] | |
with: | |
node_image: kindest/node:${{ 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: ${{ matrix.gang-scheduler-name }} | |
KUBERNETES_VERSION: ${{ matrix.kubernetes-version }} | |
- name: Run tests | |
run: | | |
pip install pytest | |
python3 -m pip install -e sdk/python; pytest -s sdk/python/test --log-cli-level=debug --namespace=default | |
env: | |
GANG_SCHEDULER_NAME: ${{ matrix.gang-scheduler-name }} | |
- name: Collect volcano logs | |
if: ${{ failure() && matrix.gang-scheduler-name == 'volcano' }} | |
run: | | |
echo "dump volcano-scheduler logs..." | |
kubectl logs -n volcano-system -l app=volcano-scheduler --tail=-1 | |
echo "dump volcano-admission logs..." | |
kubectl logs -n volcano-system -l app=volcano-admission --tail=-1 | |
echo "dump volcano-controllers logs..." | |
kubectl logs -n volcano-system -l app=volcano-controller --tail=-1 | |
echo "dump podgroups description..." | |
kubectl describe podgroups.scheduling.volcano.sh -A |