fix: wait to allow PodDefaults to synced in Job's namespace before ru…

…nning tests (#120)

* fix: check PodDefaults in namespace before running tests
* sleep until resources are synced to namespace
* assert on kfp poddefault
* use tenacity to wait for kfp poddefault
* log on apierror to get poddefault

driver/test_kubeflow_workloads.py

@@ -4,6 +4,7 @@
 import logging
 import os
 import subprocess
+import time
 from pathlib import Path
 from typing import Dict
 
@@ -15,7 +16,13 @@
     load_in_cluster_generic_resources,
 )
 from lightkube.types import CascadeType
-from utils import assert_namespace_active, assert_profile_deleted, fetch_job_logs, wait_for_job
+from utils import (
+    assert_namespace_active,
+    assert_poddefault_created_in_namespace,
+    assert_profile_deleted,
+    fetch_job_logs,
+    wait_for_job,
+)
 
 log = logging.getLogger(__name__)
 
@@ -48,6 +55,8 @@
 )
 PODDEFAULT_WITH_PROXY_PATH = Path("tests") / "proxy-poddefault.yaml.j2"
 
+KFP_PODDEFAULT_NAME = "access-ml-pipeline"
+
 
 @pytest.fixture(scope="session")
 def pytest_filter(request):
@@ -146,6 +155,24 @@ async def test_create_profile(lightkube_client, create_profile):
 
     assert_namespace_active(lightkube_client, NAMESPACE)
 
+    # Wait until KFP PodDefault is created in the namespace
+    assert_poddefault_created_in_namespace(lightkube_client, KFP_PODDEFAULT_NAME, NAMESPACE)
+
+    # Sync of other PodDefaults to the namespace can take up to 10 seconds
+    # Wait here is necessary to allow the creation of PodDefaults before Job is created
+    sleep_time_seconds = 10
+    log.info(
+        f"Sleeping for {sleep_time_seconds}s to allow the creation of PodDefaults in {NAMESPACE} namespace.."
+    )
+    time.sleep(sleep_time_seconds)
+
+    # Get PodDefaults in the test namespace
+    created_poddefaults_list = lightkube_client.list(PODDEFAULT_RESOURCE, namespace=NAMESPACE)
+    created_poddefaults_names = [pd.metadata.name for pd in created_poddefaults_list]
+
+    # Print the names of PodDefaults in the test namespace
+    log.info(f"PodDefaults in {NAMESPACE} namespace are {created_poddefaults_names}.")
+
 
 def test_kubeflow_workloads(
     lightkube_client, pytest_cmd, tests_checked_out_commit, request, create_poddefaults_on_proxy

driver/utils.py

@@ -6,7 +6,7 @@
 
 import tenacity
 from lightkube import ApiError, Client
-from lightkube.generic_resource import create_global_resource
+from lightkube.generic_resource import create_global_resource, create_namespaced_resource
 from lightkube.resources.batch_v1 import Job
 from lightkube.resources.core_v1 import Namespace
 
@@ -19,6 +19,13 @@
 
 log = logging.getLogger(__name__)
 
+PODDEFAULT_RESOURCE = create_namespaced_resource(
+    group="kubeflow.org",
+    version="v1alpha1",
+    kind="poddefault",
+    plural="poddefaults",
+)
+
 
 @tenacity.retry(
     wait=tenacity.wait_exponential(multiplier=2, min=1, max=10),
@@ -41,6 +48,28 @@ def assert_namespace_active(
     assert phase == "Active", f"Waited too long for namespace {namespace}!"
 
 
+@tenacity.retry(
+    wait=tenacity.wait_exponential(multiplier=2, min=1, max=10),
+    stop=tenacity.stop_after_attempt(15),
+    reraise=True,
+)
+def assert_poddefault_created_in_namespace(
+    client: Client,
+    name: str,
+    namespace: str,
+):
+    """Test that the given namespace contains the PodDefault required.
+
+    Retries multiple times to allow for the PodDefault to be synced to the namespace.
+    """
+    pod_default = None
+    try:
+        pod_default = client.get(PODDEFAULT_RESOURCE, name, namespace=namespace)
+    except ApiError:
+        log.info(f"Waiting for PodDefault {name} to be created in namespace {namespace}..")
+    assert pod_default is not None, f"Waited too long for PodDefault {name} to be created."
+
+
 def _log_before_sleep(retry_state):
     """Custom callback to log the number of seconds before the next attempt."""
     next_attempt = retry_state.attempt_number