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Kam D Kasravi
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Sep 4, 2019
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import pytest | ||
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def pytest_addoption(parser): | ||
parser.addoption( | ||
"--app_path", action="store", default="", | ||
help="Path where the KF application should be stored") | ||
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parser.addoption( | ||
"--app_name", action="store", default="", | ||
help="Name of the KF application") | ||
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parser.addoption( | ||
"--kfctl_path", action="store", default="", | ||
help="Path to kfctl.") | ||
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parser.addoption( | ||
"--namespace", action="store", default="kubeflow", | ||
help="Namespace to use.") | ||
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parser.addoption( | ||
"--project", action="store", default="kubeflow-ci-deployment", | ||
help="GCP project to deploy Kubeflow to") | ||
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parser.addoption( | ||
"--config_path", action="store", default="", | ||
help="The config to use for kfctl init") | ||
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parser.addoption( | ||
"--use_basic_auth", action="store", default="False", | ||
help="Use basic auth.") | ||
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parser.addoption( | ||
"--use_istio", action="store", default="False", | ||
help="Use istio.") | ||
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@pytest.fixture | ||
def app_path(request): | ||
return request.config.getoption("--app_path") | ||
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@pytest.fixture | ||
def app_name(request): | ||
return request.config.getoption("--app_name") | ||
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@pytest.fixture | ||
def kfctl_path(request): | ||
return request.config.getoption("--kfctl_path") | ||
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@pytest.fixture | ||
def namespace(request): | ||
return request.config.getoption("--namespace") | ||
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@pytest.fixture | ||
def project(request): | ||
return request.config.getoption("--project") | ||
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@pytest.fixture | ||
def config_path(request): | ||
return request.config.getoption("--config_path") | ||
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@pytest.fixture | ||
def use_basic_auth(request): | ||
value = request.config.getoption("--use_basic_auth").lower() | ||
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if value in ["t", "true"]: | ||
return True | ||
else: | ||
return False | ||
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@pytest.fixture | ||
def use_istio(request): | ||
value = request.config.getoption("--use_istio").lower() | ||
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if value in ["t", "true"]: | ||
return True | ||
else: | ||
return False |
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import datetime | ||
import logging | ||
import os | ||
import subprocess | ||
import tempfile | ||
import uuid | ||
from retrying import retry | ||
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import pytest | ||
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from kubeflow.testing import util | ||
from testing import deploy_utils | ||
from testing import gcp_util | ||
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def test_endpoint_is_ready(project, app_name): | ||
"""Test that Kubeflow was successfully deployed. | ||
Args: | ||
project: The gcp project that we deployed kubeflow | ||
app_name: The name of the kubeflow deployment | ||
""" | ||
# Owned by project kubeflow-ci-deployment. | ||
os.environ["CLIENT_ID"] = "29647740582-7meo6c7a9a76jvg54j0g2lv8lrsb4l8g.apps.googleusercontent.com" | ||
if not gcp_util.endpoint_is_ready( | ||
"https://{}.endpoints.{}.cloud.goog".format(app_name, project), | ||
wait_min=25): | ||
raise Exception("Endpoint not ready") | ||
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if __name__ == "__main__": | ||
logging.basicConfig(level=logging.INFO, | ||
format=('%(levelname)s|%(asctime)s' | ||
'|%(pathname)s|%(lineno)d| %(message)s'), | ||
datefmt='%Y-%m-%dT%H:%M:%S', | ||
) | ||
logging.getLogger().setLevel(logging.INFO) | ||
pytest.main() |
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import datetime | ||
import logging | ||
import os | ||
import subprocess | ||
import tempfile | ||
import uuid | ||
from retrying import retry | ||
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import pytest | ||
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from kubeflow.testing import util | ||
from testing import deploy_utils | ||
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def test_kf_is_ready(namespace, use_basic_auth, use_istio): | ||
"""Test that Kubeflow was successfully deployed. | ||
Args: | ||
namespace: The namespace Kubeflow is deployed to. | ||
""" | ||
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logging.info("Using namespace %s", namespace) | ||
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# Need to activate account for scopes. | ||
if os.getenv("GOOGLE_APPLICATION_CREDENTIALS"): | ||
util.run(["gcloud", "auth", "activate-service-account", | ||
"--key-file=" + os.environ["GOOGLE_APPLICATION_CREDENTIALS"]]) | ||
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api_client = deploy_utils.create_k8s_client() | ||
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util.load_kube_config() | ||
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# Verify that components are actually deployed. | ||
# TODO(jlewi): We need to parameterize this list based on whether | ||
# we are using IAP or basic auth. | ||
deployment_names = [ | ||
"argo-ui", | ||
"centraldashboard", | ||
"cloud-endpoints-controller", | ||
"jupyter-web-app-deployment", | ||
"metadata-db", | ||
"metadata-deployment", | ||
"metadata-ui", | ||
"ml-pipeline", | ||
"ml-pipeline-scheduledworkflow", | ||
"ml-pipeline-ui", | ||
"notebook-controller-deployment", | ||
"tf-job-operator", | ||
"pytorch-operator", | ||
"katib-controller", | ||
"workflow-controller", | ||
] | ||
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stateful_set_names = [ | ||
"kfserving-controller-manager", | ||
] | ||
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ingress_related_deployments = [] | ||
ingress_related_stateful_sets = [] | ||
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if use_basic_auth: | ||
deployment_names.extend(["basic-auth-login"]) | ||
ingress_related_stateful_sets.extend(["backend-updater"]) | ||
else: | ||
ingress_related_deployments.extend(["iap-enabler"]) | ||
ingress_related_stateful_sets.extend(["backend-updater"]) | ||
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# TODO(jlewi): Might want to parallelize this. | ||
for deployment_name in deployment_names: | ||
logging.info("Verifying that deployment %s started...", deployment_name) | ||
util.wait_for_deployment(api_client, namespace, deployment_name, 10) | ||
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for stateful_set_name in stateful_set_names: | ||
logging.info("Verifying that stateful set %s started...", stateful_set_name) | ||
util.wait_for_statefulset(api_client, namespace, stateful_set_name) | ||
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ingress_namespace = "istio-system" if use_istio else namespace | ||
for deployment_name in ingress_related_deployments: | ||
logging.info("Verifying that deployment %s started...", deployment_name) | ||
util.wait_for_deployment(api_client, ingress_namespace, deployment_name, 10) | ||
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for name in ingress_related_stateful_sets: | ||
logging.info("Verifying that statefulset %s started...", name) | ||
util.wait_for_statefulset(api_client, ingress_namespace, name) | ||
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# TODO(jlewi): We should verify that the ingress is created and healthy. | ||
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knative_namespace = "knative-serving" | ||
knative_related_deployments = [ | ||
"activator", | ||
"autoscaler", | ||
"controller", | ||
] | ||
for deployment_name in knative_related_deployments: | ||
logging.info("Verifying that deployment %s started...", deployment_name) | ||
util.wait_for_deployment(api_client, knative_namespace, deployment_name, 10) | ||
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if __name__ == "__main__": | ||
logging.basicConfig(level=logging.INFO, | ||
format=('%(levelname)s|%(asctime)s' | ||
'|%(pathname)s|%(lineno)d| %(message)s'), | ||
datefmt='%Y-%m-%dT%H:%M:%S', | ||
) | ||
logging.getLogger().setLevel(logging.INFO) | ||
pytest.main() |
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"""Run kfctl delete as a pytest. | ||
We use this in order to generate a junit_xml file. | ||
""" | ||
import datetime | ||
import logging | ||
import os | ||
import subprocess | ||
import tempfile | ||
import uuid | ||
from retrying import retry | ||
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import pytest | ||
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from kubeflow.testing import util | ||
from googleapiclient import discovery | ||
from oauth2client.client import GoogleCredentials | ||
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# TODO(gabrielwen): Move this to a separate test "kfctl_go_check_post_delete" | ||
def get_endpoints_list(project): | ||
cred = GoogleCredentials.get_application_default() | ||
services_mgt = discovery.build('servicemanagement', 'v1', credentials=cred) | ||
services = services_mgt.services() | ||
next_page_token = None | ||
endpoints = [] | ||
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while True: | ||
results = services.list(producerProjectId=project, | ||
pageToken=next_page_token).execute() | ||
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for s in results.get("services", {}): | ||
name = s.get("serviceName", "") | ||
endpoints.append(name) | ||
if not "nextPageToken" in results: | ||
break | ||
next_page_token = results["nextPageToken"] | ||
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return endpoints | ||
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def test_kfctl_delete(kfctl_path, app_path, project): | ||
if not kfctl_path: | ||
raise ValueError("kfctl_path is required") | ||
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if not app_path: | ||
raise ValueError("app_path is required") | ||
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logging.info("Using kfctl path %s", kfctl_path) | ||
logging.info("Using app path %s", app_path) | ||
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util.run([kfctl_path, "delete", "all", "--delete_storage", "-V"], | ||
cwd=app_path) | ||
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# Use services.list instead of services.get because error returned is not | ||
# 404, it's 403 which is confusing. | ||
name = os.path.basename(app_path) | ||
endpoint_name = "{deployment}.endpoints.{project}.cloud.goog".format( | ||
deployment=name, | ||
project=project) | ||
logging.info("Verify endpoint service is deleted: " + endpoint_name) | ||
if endpoint_name in get_endpoints_list(project): | ||
msg = "Endpoint is not deleted: " + endpoint_name | ||
logging.error(msg) | ||
raise AssertionError(msg) | ||
else: | ||
logging.info("Verified endpoint service is deleted.") | ||
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if __name__ == "__main__": | ||
logging.basicConfig(level=logging.INFO, | ||
format=('%(levelname)s|%(asctime)s' | ||
'|%(pathname)s|%(lineno)d| %(message)s'), | ||
datefmt='%Y-%m-%dT%H:%M:%S', | ||
) | ||
logging.getLogger().setLevel(logging.INFO) | ||
pytest.main() |
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