Api Server Integration Tests

WARNING

These integration tests will delete all the data in your KFP instance, please only use a test cluster to run these.

How to run

The default integration test will test the default Database, MySQL.

1. Configure kubectl to connect to your kfp cluster.
2. Run the following for all integration tests: NAMESPACE=<kfp-namespace> ./run_tests_locally.sh.
3. Or run the following to select certain tests: NAMESPACE=<kfp-namespace> ./run_tests_locally.sh -testify.m Job. Reference: https://stackoverflow.com/a/43312451

Webhook Integration Tests

The Kubernetes webhooks require Kubeflow Pipelines to be deployed using the manifests/kustomize/env/cert-manager/platform-agnostic-k8s-native manifests which is why they are gated by the WEBHOOK_INTEGRATION=true environment variable value. If the correct environment is deployed, you may run the tests with make -C backend/test/integration test-webhook from the root of the repository.

Run database tests with PostgreSQL

To run this test, you need to first deploy the PostgreSQL images on your Kubernetes cluster. For how to deploy, see instructions here.

When testing against postgreSQL, all integration tests with MySQL will be disabled. Use an argument postgres to run test against a PostgreSQL database:

NAMESPACE=<kfp-namespace> ./run_tests_locally.sh postgres