Testing the Deployment

Testing a batch endpoint

We will test the deployments in this lesson. Let’s start with batch deployment. We can pass the test data in a file. We will run the az ml batch-deployment invoke command to verify the test data against the deployment. It will pick up the endpoint’s default deployment if we don’t pass the deployment name. We will test against the batch-depl, which contains the iris MLflow model.