--- pytest attempt 2026-07-16T15:21:05.080958+00:00 (/.local/bin/uv --directory /home/odh/opendatahub-tests...) --- 2026-07-16T15:21:07.103022Z [info ] Writing tests log to /home/odh/opendatahub-tests/results/pytest-tests.log [conftest] 2026-07-16T15:21:07.103503Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( 2026-07-16T15:21:07.233888Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( 2026-07-16T15:21:07.304635Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( ============================= test session starts ============================== platform linux -- Python 3.14.6, pytest-9.1.1, pluggy-1.6.0 -- /home/odh/opendatahub-tests/.venv/bin/python3 cachedir: .pytest_cache metadata: {'Python': '3.14.6', 'Platform': 'Linux-5.14.0-570.122.1.el9_6.x86_64-x86_64-with-glibc2.42', 'Packages': {'pytest': '9.1.1', 'pluggy': '1.6.0'}, 'Plugins': {'anyio': '4.14.0', 'langsmith': '0.9.0', 'asyncio': '1.4.0', 'dependency': '0.6.1', 'html': '4.2.0', 'metadata': '3.1.1', 'order': '1.5.0', 'progress': '1.4.0', 'testconfig': '0.2.0', 'xdist': '3.8.0', 'syrupy': '5.3.2'}} rootdir: /home/odh/opendatahub-tests configfile: pytest.ini plugins: anyio-4.14.0, langsmith-0.9.0, asyncio-1.4.0, dependency-0.6.1, html-4.2.0, metadata-3.1.1, order-1.5.0, progress-1.4.0, testconfig-0.2.0, xdist-3.8.0, syrupy-5.3.2 asyncio: mode=Mode.STRICT, debug=False, asyncio_default_fixture_loop_scope=None, asyncio_default_test_loop_scope=function collecting ... collected 56 items / 48 deselected / 8 selected tests/model_serving/model_runtime/mlserver/model_car/test_mlserver_model_car.py::TestMLServerModelCar::test_mlserver_model_car_inference[sklearn-modelcar-standard]  ----------------------------- test_mlserver_model_car_inference[sklearn-modelcar-standard] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T15:21:07.525135Z [info ] Executing session fixture: event_loop_policy [conftest] 2026-07-16T15:21:07.525312Z [info ] Executing session fixture: _syrupy_apply_ide_patches [conftest] 2026-07-16T15:21:07.525466Z [info ] Executing session fixture: admin_client [conftest] 2026-07-16T15:21:07.525589Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-16T15:21:07.526814Z [info ] Executing session fixture: dsc_resource [conftest] 2026-07-16T15:21:07.526926Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-16T15:21:07.602883Z [info ] Executing session fixture: tmp_path_factory [conftest] 2026-07-16T15:21:07.603042Z [info ] Executing session fixture: tests_tmp_dir [conftest] 2026-07-16T15:21:07.603834Z [info ] Executing session fixture: os_path_environment [conftest] 2026-07-16T15:21:07.603953Z [info ] Executing session fixture: tmpdir_factory [conftest] 2026-07-16T15:21:07.604068Z [info ] Executing session fixture: bin_directory [conftest] 2026-07-16T15:21:07.604976Z [info ] Executing session fixture: oc_binary_path [conftest] 2026-07-16T15:21:07.640249Z [info ] kind: ConsoleCLIDownload api version: console.openshift.io/v1 [ocp_resources.resource] 2026-07-16T15:21:07.699091Z [info ] All oc console cli download links: ['https://downloads-openshift-console.apps.ods-qe-psi-07.osp.rh-ods.com/amd64/linux/oc.tar'] [utilities.infra] name=utilities.infra 2026-07-16T15:21:07.699222Z [info ] Downloading archive using: url=https://downloads-openshift-console.apps.ods-qe-psi-07.osp.rh-ods.com/amd64/linux/oc.tar [utilities.infra] name=utilities.infra 2026-07-16T15:21:07.700222Z [info ] Waiting for 120 seconds [0:02:00], retry every 10 seconds. (Function: utilities.infra._download_with_retry Kwargs: {'url': 'https://downloads-openshift-console.apps.ods-qe-psi-07.osp.rh-ods.com/amd64/linux/oc.tar'}) [timeout_sampler] 2026-07-16T15:21:07.765497Z [info ] Elapsed time: 5.602836608886719e-05 [0:00:00.000056] [timeout_sampler] 2026-07-16T15:22:21.140008Z [info ] Extract the downloaded archive. [utilities.infra] name=utilities.infra 2026-07-16T15:22:21.277217Z [info ] Downloaded file: ['oc']  [utilities.infra] name=utilities.infra 2026-07-16T15:22:21.299797Z [info ] Executing session fixture: bin_directory_to_os_path [conftest] 2026-07-16T15:22:21.297760Z [info ] OC binary path: /tmp/pytest-NQSZvBtomudoKUuP4ZTLNM/bin0/oc [tests.conftest] name=tests.conftest 2026-07-16T15:22:21.297829Z [info ] Adding /tmp/pytest-NQSZvBtomudoKUuP4ZTLNM/bin0 to $PATH [tests.conftest] name=tests.conftest 2026-07-16T15:22:21.300210Z [info ] Executing session fixture: nodes [conftest] 2026-07-16T15:22:23.513850Z [info ] Executing session fixture: dsci_resource [conftest] 2026-07-16T15:22:23.514210Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] 2026-07-16T15:22:23.542167Z [info ] Executing session fixture: record_testsuite_property [conftest] 2026-07-16T15:22:23.542306Z [info ] Executing session fixture: junitxml_plugin [conftest] 2026-07-16T15:22:23.542495Z [info ] Executing session fixture: cluster_sanity_scope_session [conftest] 2026-07-16T15:22:23.541246Z [info ] Check cluster sanity.  [utilities.infra] name=utilities.infra 2026-07-16T15:22:23.542762Z [info ] Verify all nodes are in a healthy condition. [ocp_utilities.infra] 2026-07-16T15:22:23.951171Z [info ] Verify all nodes are schedulable. [ocp_utilities.infra] 2026-07-16T15:22:24.322400Z [info ] Waiting for 120 seconds [0:02:00], retry every 5 seconds. (Function: utilities.infra.wait_for_dsci_status_ready Kwargs: {'dsci_resource': }) [timeout_sampler] 2026-07-16T15:22:24.321645Z [info ] Wait for DSCI default-dsci to be in Ready status. [utilities.infra] name=utilities.infra 2026-07-16T15:22:24.322723Z [info ] Get DSCInitialization default-dsci status [ocp_resources DSCInitialization] 2026-07-16T15:22:24.352200Z [info ] Elapsed time: 0.00017690658569335938 [0:00:00.000177] [timeout_sampler] 2026-07-16T15:22:24.352329Z [info ] Waiting for 120 seconds [0:02:00], retry every 5 seconds. (Function: utilities.infra.wait_for_dsc_status_ready Kwargs: {'dsc_resource': }) [timeout_sampler] 2026-07-16T15:22:24.351474Z [info ] Wait for DSC default-dsc are Ready. [utilities.infra] name=utilities.infra 2026-07-16T15:22:24.352548Z [info ] Get DataScienceCluster default-dsc status [ocp_resources DataScienceCluster] 2026-07-16T15:22:24.383914Z [info ] Elapsed time: 3.7670135498046875e-05 [0:00:00.000038] [timeout_sampler] 2026-07-16T15:22:24.384216Z [info ] Executing session fixture: autouse_fixtures [conftest] 2026-07-16T15:22:24.384333Z [info ] Executing session fixture: pytestconfig [conftest] 2026-07-16T15:22:24.384441Z [info ] Executing session fixture: teardown_resources [conftest] 2026-07-16T15:22:24.384556Z [info ] Executing session fixture: mlserver_runtime_image [conftest] 2026-07-16T15:22:24.384705Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T15:22:24.384812Z [info ] Create Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-16T15:22:24.384917Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'sklearn-modelcar'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T15:22:24.442674Z [info ] Wait for Namespace sklearn-modelcar status to be Active [ocp_resources Namespace] 2026-07-16T15:22:24.443087Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T15:22:24.476260Z [info ] Status of Namespace sklearn-modelcar is Active [ocp_resources Namespace] 2026-07-16T15:22:24.476394Z [info ] Elapsed time: 9.34600830078125e-05 [0:00:00.000093] [timeout_sampler] 2026-07-16T15:22:24.476515Z [info ] Executing class fixture: mlserver_serving_runtime [conftest] 2026-07-16T15:22:24.476675Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T15:22:24.637320Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T15:22:24.637734Z [info ] Create ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-16T15:22:24.638043Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': '1.7.1', 'openshift.io/display-name': 'MLServer ServingRuntime for KServe', 'serving.kserve.io/server-type': 'mlserver'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar'}, 'spec': {'annotations': {'monitoring.opendatahub.io/scrape': 'true', 'opendatahub.io/kserve-runtime': 'mlserver', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8082'}, 'containers': [{'env': [{'name': 'MLSERVER_MODEL_IMPLEMENTATION', 'value': '{{.Labels.modelClass}}'}, {'name': 'MLSERVER_HTTP_PORT', 'value': '8080'}, {'name': 'MLSERVER_MODELS_DIR', 'value': '/mnt/models'}], 'image': 'registry.redhat.io/rhoai/odh-mlserver-rhel9@sha256:bd383f9ea096c157352344018911847d7bfcc53a380091605edb1f474625e2af', 'livenessProbe': {'failureThreshold': 6, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 20, 'periodSeconds': 10, 'timeoutSeconds': 5}, 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'failureThreshold': 3, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 5, 'periodSeconds': 5, 'timeoutSeconds': 5}, 'securityContext': {'allowPrivilegeEscalation': False, 'capabilities': {'drop': ['ALL']}, 'privileged': False, 'runAsNonRoot': True}, 'startupProbe': {'exec': {'command': ['/bin/sh', '-c', '[ -n "$(ls -A /mnt/models 2>/dev/null)" ]\n']}, 'failureThreshold': 1, 'initialDelaySeconds': 1, 'periodSeconds': 1}}], 'multiModel': False, 'protocolVersions': ['v2'], 'supportedModelFormats': [{'name': 'sklearn', 'version': '0'}, {'name': 'sklearn', 'version': '1'}, {'name': 'xgboost', 'version': '1'}, {'name': 'xgboost', 'version': '2'}, {'name': 'lightgbm', 'version': '3'}, {'name': 'lightgbm', 'version': '4'}, {'name': 'onnx', 'version': '1'}]}} [ocp_resources ServingRuntime] 2026-07-16T15:22:24.698027Z [info ] Executing class fixture: mlserver_model_car_inference_service [conftest] 2026-07-16T15:22:24.698262Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T15:22:24.698385Z [info ] Create InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-16T15:22:24.698513Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'sklearn-modelcar', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'sklearn-modelcar'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'sklearn'}, 'version': None, 'runtime': 'mlserver-runtime', 'storageUri': 'oci://quay.io/jooholee/mlserver-sklearn@sha256:ec9bc6b520909c52bd1d4accc2b2d28adb04981bd4c3ce94f17f23dd573e1f55'}}}} [ocp_resources InferenceService] 2026-07-16T15:22:24.864934Z [info ] Wait for InferenceService/sklearn-modelcar's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T15:22:24.865231Z [info ] Wait until InferenceService sklearn-modelcar is created [ocp_resources InferenceService] 2026-07-16T15:22:24.865355Z [info ] Waiting for 899.9999554157257 seconds [0:14:59.999955], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:22:24.886888Z [info ] Elapsed time: 8.344650268554688e-05 [0:00:00.000083] [timeout_sampler] 2026-07-16T15:22:24.887241Z [info ] Waiting for 899.9777281284332 seconds [0:14:59.977728], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T15:23:17.195513Z [info ] Elapsed time: 52.292741537094116 [0:00:52.292742] [timeout_sampler] 2026-07-16T15:23:17.208398Z [info ] Waiting for 847.6560661792755 seconds [0:14:07.656066], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T15:23:17.220802Z [info ] Elapsed time: 7.319450378417969e-05 [0:00:00.000073] [timeout_sampler] 2026-07-16T15:23:17.236452Z [info ] Executing function fixture: snapshot [conftest] 2026-07-16T15:23:17.237632Z [info ] Executing function fixture: mlserver_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-16T15:23:17Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestMLServerModelCar.test_mlserver_model_car_inference[sklearn-modelcar-standard] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T15:23:17.549607Z [info ] Delete InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-16T15:23:17.581671Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'sklearn', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T15:22:24Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:runtime': {}, 'f:storageUri': {}}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:22:24Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T15:22:25Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:modelClass': {}}}, 'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-16T15:23:16Z'}], 'name': 'sklearn-modelcar', 'namespace': 'sklearn-modelcar', 'resourceVersion': '396119752', 'uid': 'b91b852f-6539-45d3-8065-74498a5ba648'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'model': {'modelFormat': {'name': 'sklearn'}, 'name': '', 'resources': {}, 'runtime': 'mlserver-runtime', 'storageUri': 'oci://quay.io/jooholee/mlserver-sklearn@sha256:ec9bc6b520909c52bd1d4accc2b2d28adb04981bd4c3ce94f17f23dd573e1f55'}}}, 'status': {'address': {'url': 'http://sklearn-modelcar-predictor.sklearn-modelcar.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://sklearn-modelcar-predictor-sklearn-modelcar.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-16T15:22:24Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T15:23:16Z', 'message': 'ReplicaSet "sklearn-modelcar-predictor-774d7f7d6" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T15:23:16Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T15:22:24Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'mlserver-runtime', 'url': 'http://sklearn-modelcar-predictor.sklearn-modelcar.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-16T15:23:17.598506Z [info ] Wait until InferenceService sklearn-modelcar is deleted [ocp_resources InferenceService] 2026-07-16T15:23:17.598827Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:18.631500Z [info ] Elapsed time: 1.0125391483306885 [0:00:01.012539] [timeout_sampler] 2026-07-16T15:23:18.631809Z [info ] Delete ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-16T15:23:18.673712Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': '1.7.1', 'openshift.io/display-name': 'MLServer ServingRuntime for KServe', 'serving.kserve.io/server-type': 'mlserver'}, 'creationTimestamp': '2026-07-16T15:22:24Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}, 'f:serving.kserve.io/server-type': {}}, 'f:labels': {'.': {}, 'f:opendatahub.io/dashboard': {}}}, 'f:spec': {'.': {}, 'f:annotations': {'.': {}, 'f:monitoring.opendatahub.io/scrape': {}, 'f:opendatahub.io/kserve-runtime': {}, 'f:prometheus.io/path': {}, 'f:prometheus.io/port': {}}, 'f:containers': {}, 'f:multiModel': {}, 'f:protocolVersions': {}, 'f:supportedModelFormats': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:22:24Z'}], 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar', 'resourceVersion': '396118800', 'uid': '57c4fcdc-df60-4328-b396-9ecc13ed5d86'}, 'spec': {'annotations': {'monitoring.opendatahub.io/scrape': 'true', 'opendatahub.io/kserve-runtime': 'mlserver', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8082'}, 'containers': [{'env': [{'name': 'MLSERVER_MODEL_IMPLEMENTATION', 'value': '{{.Labels.modelClass}}'}, {'name': 'MLSERVER_HTTP_PORT', 'value': '8080'}, {'name': 'MLSERVER_MODELS_DIR', 'value': '/mnt/models'}], 'image': 'registry.redhat.io/rhoai/odh-mlserver-rhel9@sha256:bd383f9ea096c157352344018911847d7bfcc53a380091605edb1f474625e2af', 'livenessProbe': {'failureThreshold': 6, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 20, 'periodSeconds': 10, 'timeoutSeconds': 5}, 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'failureThreshold': 3, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 5, 'periodSeconds': 5, 'timeoutSeconds': 5}, 'securityContext': {'allowPrivilegeEscalation': False, 'capabilities': {'drop': ['ALL']}, 'privileged': False, 'runAsNonRoot': True}, 'startupProbe': {'exec': {'command': ['/bin/sh', '-c', '[ -n "$(ls -A /mnt/models 2>/dev/null)" ]\n']}, 'failureThreshold': 1, 'initialDelaySeconds': 1, 'periodSeconds': 1}}], 'multiModel': False, 'protocolVersions': ['v2'], 'supportedModelFormats': [{'name': 'sklearn', 'version': '0'}, {'name': 'sklearn', 'version': '1'}, {'name': 'xgboost', 'version': '1'}, {'name': 'xgboost', 'version': '2'}, {'name': 'lightgbm', 'version': '3'}, {'name': 'lightgbm', 'version': '4'}, {'name': 'onnx', 'version': '1'}]}} [ocp_resources ServingRuntime] 2026-07-16T15:23:18.694410Z [info ] Wait until ServingRuntime mlserver-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T15:23:18.694791Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:18.710814Z [info ] Elapsed time: 8.940696716308594e-05 [0:00:00.000089] [timeout_sampler] 2026-07-16T15:23:18.796238Z [info ] Delete Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-16T15:23:18.826085Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'sklearn-modelcar', 'uid': '3cc9d3f8-432d-4ed8-a7f6-ebd4dcee219f', 'resourceVersion': '396118778', 'creationTimestamp': '2026-07-16T15:22:24Z', 'labels': {'kubernetes.io/metadata.name': 'sklearn-modelcar', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c34,c14', 'openshift.io/sa.scc.supplemental-groups': '1001150000/10000', 'openshift.io/sa.scc.uid-range': '1001150000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:22:24Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:22:24Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:22:24Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-16T15:23:18.843406Z [info ] Wait until Namespace sklearn-modelcar is deleted [ocp_resources Namespace] 2026-07-16T15:23:18.843794Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 1 of 8 completed, 1 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/openvino/test_ovms_model_deployment.py::TestOpenVINOModels::test_openvino_model_inference[onnx-standard-rest-deployment] 2026-07-16T15:23:25.976460Z [info ] Elapsed time: 7.1116862297058105 [0:00:07.111686] [timeout_sampler]  ----------------------------- test_openvino_model_inference[onnx-standard-rest-deployment] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T15:23:25.979858Z [info ] Executing session fixture: aws_access_key_id [conftest] 2026-07-16T15:23:25.980139Z [info ] Executing session fixture: aws_secret_access_key [conftest] 2026-07-16T15:23:25.980372Z [info ] Executing session fixture: ci_s3_bucket_endpoint [conftest] 2026-07-16T15:23:25.980480Z [info ] Executing session fixture: valid_aws_config [conftest] 2026-07-16T15:23:26.044960Z [info ] AWS credentials validated successfully via STS GetCallerIdentity [tests.conftest] name=tests.conftest 2026-07-16T15:23:26.046523Z [info ] Executing session fixture: ovms_runtime_image [conftest] 2026-07-16T15:23:26.046702Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T15:23:26.119425Z [info ] Executing session fixture: models_s3_bucket_name [conftest] 2026-07-16T15:23:26.119579Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-16T15:23:26.119795Z [info ] Executing session fixture: models_s3_bucket_region [conftest] 2026-07-16T15:23:26.119929Z [info ] Executing session fixture: models_s3_bucket_endpoint [conftest] 2026-07-16T15:23:26.120059Z [info ] Executing session fixture: gpu_count_on_cluster [conftest] 2026-07-16T15:23:26.311976Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T15:23:26.312151Z [info ] Create Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-16T15:23:26.312292Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'onnx-standard-rest'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T15:23:26.359030Z [info ] Wait for Namespace onnx-standard-rest status to be Active [ocp_resources Namespace] 2026-07-16T15:23:26.359240Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:26.380016Z [info ] Status of Namespace onnx-standard-rest is Active [ocp_resources Namespace] 2026-07-16T15:23:26.380163Z [info ] Elapsed time: 4.506111145019531e-05 [0:00:00.000045] [timeout_sampler] 2026-07-16T15:23:26.380301Z [info ] Executing class fixture: openvino_serving_runtime [conftest] 2026-07-16T15:23:26.439752Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T15:23:26.440335Z [info ] Create ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-16T15:23:26.440469Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/recommended-accelerators': '["nvidia.com/gpu"]', 'opendatahub.io/runtime-version': 'v2026.1.0', 'openshift.io/display-name': 'OpenVINO Model Server'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'ovms', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8888'}, 'containers': [{'args': ['--model_name={{.Name}}', '--port=8001', '--rest_port=8888', '--model_path=/mnt/models', '--file_system_poll_wait_seconds=0', '--metrics_enable'], 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'name': 'kserve-container', 'ports': [{'containerPort': 8888, 'protocol': 'TCP'}]}], 'multiModel': False, 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'autoSelect': True, 'name': 'openvino_ir', 'version': 'opset13'}, {'name': 'onnx', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '2'}, {'autoSelect': True, 'name': 'paddle', 'version': '2'}, {'autoSelect': True, 'name': 'pytorch', 'version': '2'}]}} [ocp_resources ServingRuntime] 2026-07-16T15:23:26.485225Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-16T15:23:26.485378Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T15:23:26.485501Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'onnx-standard-rest'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-16T15:23:26.528791Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-16T15:23:26.528942Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:26.553439Z [info ] Elapsed time: 9.036064147949219e-05 [0:00:00.000090] [timeout_sampler] 2026-07-16T15:23:26.553587Z [info ] Executing class fixture: openvino_model_service_account [conftest] 2026-07-16T15:23:26.553782Z [info ] Create ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T15:23:26.553989Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-16T15:23:26.593927Z [info ] Executing class fixture: openvino_inference_service [conftest] 2026-07-16T15:23:26.614764Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T15:23:26.614911Z [info ] Create InferenceService onnx  [ocp_resources InferenceService] 2026-07-16T15:23:26.615056Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'onnx', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'onnx-standard-rest'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'openvino_ir'}, 'version': None, 'runtime': 'openvino-runtime', 'storageUri': 's3://mlflow-e2e/openvino/model_repository/onnx/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'openvino-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-16T15:23:26.664050Z [info ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods Kwargs: {'client': , 'isvc': , 'runtime_name': 'openvino-runtime'}) [timeout_sampler] 2026-07-16T15:23:26.663333Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T15:23:27.705216Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T15:23:27.826751Z [info ] Elapsed time: 1.0420033931732178 [0:00:01.042003] [timeout_sampler] 2026-07-16T15:23:27.861568Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-16T15:23:27.862539Z [info ] Waiting for 899.9999969005585 seconds [0:14:59.999997], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'openvino-runtime'}) [timeout_sampler] 2026-07-16T15:23:48.093898Z [info ] Elapsed time: 20.156822681427002 [0:00:20.156823] [timeout_sampler] 2026-07-16T15:23:48.106827Z [info ] Waiting for 878.5571210384369 seconds [0:14:38.557121], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=onnx', 'client': , 'namespace': 'onnx-standard-rest'}) [timeout_sampler] 2026-07-16T15:23:48.106973Z [info ] kind: Deployment api version: apps/v1 [ocp_resources.resource] 2026-07-16T15:23:48.121127Z [info ] Elapsed time: 7.462501525878906e-05 [0:00:00.000075] [timeout_sampler] 2026-07-16T15:23:48.120437Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-16T15:23:48.162562Z [info ] Waiting for 878.501270532608 seconds [0:14:38.501271], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-16T15:23:48.175308Z [info ] Elapsed time: 6.031990051269531e-05 [0:00:00.000060] [timeout_sampler] 2026-07-16T15:23:48.175710Z [info ] Wait for Deployment onnx-predictor to be deployed: True [ocp_resources Deployment] 2026-07-16T15:23:48.175900Z [info ] Waiting for 878.4885993003845 seconds [0:14:38.488599], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:48.189705Z [info ] Elapsed time: 4.267692565917969e-05 [0:00:00.000043] [timeout_sampler] 2026-07-16T15:23:48.189903Z [info ] Waiting for 878.4742052555084 seconds [0:14:38.474205], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-16T15:23:48.203216Z [info ] Elapsed time: 2.9802322387695312e-05 [0:00:00.000030] [timeout_sampler] 2026-07-16T15:23:48.203559Z [info ] Wait for InferenceService/onnx's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T15:23:48.203825Z [info ] Wait until InferenceService onnx is created [ocp_resources InferenceService] 2026-07-16T15:23:48.203940Z [info ] Waiting for 878.4605345726013 seconds [0:14:38.460535], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:48.218561Z [info ] Elapsed time: 2.956390380859375e-05 [0:00:00.000030] [timeout_sampler] 2026-07-16T15:23:48.218853Z [info ] Waiting for 878.4451999664307 seconds [0:14:38.445200], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T15:23:48.231596Z [info ] Elapsed time: 3.0517578125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-16T15:23:48.244597Z [info ] Waiting for 878.4191756248474 seconds [0:14:38.419176], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T15:23:48.258736Z [info ] Elapsed time: 5.245208740234375e-05 [0:00:00.000052] [timeout_sampler] 2026-07-16T15:23:48.273214Z [info ] Executing class fixture: protocol [conftest] 2026-07-16T15:23:48.273665Z [info ] Executing function fixture: openvino_pod_resource [conftest] 2026-07-16T15:23:48.303347Z [info ] Executing function fixture: snapshot [conftest] 2026-07-16T15:23:48.304278Z [info ] Executing function fixture: openvino_response_snapshot [conftest] 2026-07-16T15:23:48.305801Z [info ] Executing function fixture: model_format [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-16T15:23:48Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestOpenVINOModels.test_openvino_model_inference[onnx-standard-rest-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T15:23:48.554442Z [info ] Delete InferenceService onnx  [ocp_resources InferenceService] 2026-07-16T15:23:48.586578Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'openvino_ir', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T15:23:26Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:23:26Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T15:23:26Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-16T15:23:38Z'}], 'name': 'onnx', 'namespace': 'onnx-standard-rest', 'resourceVersion': '396120299', 'uid': '20a211e0-20f7-4480-b62b-3784d5d8aedb'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'openvino_ir'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'openvino-runtime', 'storageUri': 's3://mlflow-e2e/openvino/model_repository/onnx/'}, 'serviceAccountName': 'openvino-models-bucket-sa'}}, 'status': {'address': {'url': 'http://onnx-predictor.onnx-standard-rest.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://onnx-predictor-onnx-standard-rest.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-16T15:23:26Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T15:23:38Z', 'message': 'ReplicaSet "onnx-predictor-5f55f998cc" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T15:23:38Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T15:23:26Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'openvino-runtime', 'url': 'http://onnx-predictor.onnx-standard-rest.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-16T15:23:48.604093Z [info ] Wait until InferenceService onnx is deleted [ocp_resources InferenceService] 2026-07-16T15:23:48.604242Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:49.633367Z [info ] Elapsed time: 1.0134434700012207 [0:00:01.013443] [timeout_sampler] 2026-07-16T15:23:49.633937Z [info ] Delete ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-16T15:23:49.685088Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/recommended-accelerators': '["nvidia.com/gpu"]', 'opendatahub.io/runtime-version': 'v2026.1.0', 'openshift.io/display-name': 'OpenVINO Model Server'}, 'creationTimestamp': '2026-07-16T15:23:26Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/recommended-accelerators': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}}, 'f:labels': {'.': {}, 'f:opendatahub.io/dashboard': {}}}, 'f:spec': {'.': {}, 'f:annotations': {'.': {}, 'f:opendatahub.io/kserve-runtime': {}, 'f:prometheus.io/path': {}, 'f:prometheus.io/port': {}}, 'f:containers': {}, 'f:multiModel': {}, 'f:protocolVersions': {}, 'f:supportedModelFormats': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:23:26Z'}], 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest', 'resourceVersion': '396120012', 'uid': 'd6aca165-1beb-4502-9d2d-46c0fe86a7ba'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'ovms', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8888'}, 'containers': [{'args': ['--model_name={{.Name}}', '--port=8001', '--rest_port=8888', '--model_path=/mnt/models', '--file_system_poll_wait_seconds=0', '--metrics_enable'], 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'name': 'kserve-container', 'ports': [{'containerPort': 8888, 'protocol': 'TCP'}]}], 'multiModel': False, 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'autoSelect': True, 'name': 'openvino_ir', 'version': 'opset13'}, {'name': 'onnx', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '2'}, {'autoSelect': True, 'name': 'paddle', 'version': '2'}, {'autoSelect': True, 'name': 'pytorch', 'version': '2'}]}} [ocp_resources ServingRuntime] 2026-07-16T15:23:49.703809Z [info ] Wait until ServingRuntime openvino-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T15:23:49.704004Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:49.723559Z [info ] Elapsed time: 7.033348083496094e-05 [0:00:00.000070] [timeout_sampler] 2026-07-16T15:23:49.723941Z [info ] Delete ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T15:23:49.760916Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest', 'uid': '7ba2ee7f-e42d-48f4-b102-25053a734330', 'resourceVersion': '396120018', 'creationTimestamp': '2026-07-16T15:23:26Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'openvino-models-bucket-sa-dockercfg-tnhcx'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:26Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:imagePullSecrets': {}, 'f:metadata': {'f:annotations': {'f:openshift.io/internal-registry-pull-secret-ref': {}}}, 'f:secrets': {'k:{"name":"openvino-models-bucket-sa-dockercfg-tnhcx"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:26Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'openvino-models-bucket-sa-dockercfg-tnhcx'}], 'imagePullSecrets': [{'name': 'openvino-models-bucket-sa-dockercfg-tnhcx'}]} [ocp_resources ServiceAccount] 2026-07-16T15:23:49.783634Z [info ] Wait until ServiceAccount openvino-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-16T15:23:49.783783Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:49.798127Z [info ] Elapsed time: 8.368492126464844e-05 [0:00:00.000084] [timeout_sampler] 2026-07-16T15:23:49.798276Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T15:23:49.837546Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'onnx-standard-rest', 'uid': '7979c02b-3828-4897-91df-5a571bff11f6', 'resourceVersion': '396120014', 'creationTimestamp': '2026-07-16T15:23:26Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:26Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:AWS_ACCESS_KEY_ID': {}, 'f:AWS_SECRET_ACCESS_KEY': {}}, 'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/s3-endpoint': {}, 'f:serving.kserve.io/s3-region': {}, 'f:serving.kserve.io/s3-useanoncredential': {}, 'f:serving.kserve.io/s3-usehttps': {}, 'f:serving.kserve.io/s3-verifyssl': {}}}, 'f:type': {}}}]}, 'data': '*******', 'type': 'Opaque'} [ocp_resources Secret] 2026-07-16T15:23:49.855898Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-16T15:23:49.856025Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:49.868372Z [info ] Elapsed time: 4.291534423828125e-05 [0:00:00.000043] [timeout_sampler] 2026-07-16T15:23:49.934605Z [info ] Pod onnx-predictor-5f55f998cc-9rdkb is deleted [utilities.infra] name=utilities.infra 2026-07-16T15:23:49.935901Z [info ] Delete Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-16T15:23:49.965906Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'onnx-standard-rest', 'uid': 'fd6bf3f9-04c0-4703-936c-a66d255b3090', 'resourceVersion': '396120001', 'creationTimestamp': '2026-07-16T15:23:26Z', 'labels': {'kubernetes.io/metadata.name': 'onnx-standard-rest', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c34,c19', 'openshift.io/sa.scc.supplemental-groups': '1001160000/10000', 'openshift.io/sa.scc.uid-range': '1001160000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:26Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:26Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:26Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-16T15:23:49.984119Z [info ] Wait until Namespace onnx-standard-rest is deleted [ocp_resources Namespace] 2026-07-16T15:23:49.984256Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 2 of 8 completed, 2 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/openvino/test_ovms_smoke.py::TestOVMSSmokeInOpenShift::test_ovms_smoke_runs_in_openshift[ovms-smoke] 2026-07-16T15:23:58.488998Z [info ] Elapsed time: 8.185141563415527 [0:00:08.185142] [timeout_sampler]  ------------------------------------ test_ovms_smoke_runs_in_openshift[ovms-smoke] ------------------------------------ -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T15:23:58.489719Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T15:23:58.489835Z [info ] Create Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-16T15:23:58.489946Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'ovms-smoke'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T15:23:58.537249Z [info ] Wait for Namespace ovms-smoke status to be Active [ocp_resources Namespace] 2026-07-16T15:23:58.537512Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:58.556790Z [info ] Status of Namespace ovms-smoke is Active [ocp_resources Namespace] 2026-07-16T15:23:58.556997Z [info ] Elapsed time: 3.4809112548828125e-05 [0:00:00.000035] [timeout_sampler] 2026-07-16T15:23:58.557164Z [info ] Executing class fixture: ovms_smoke_scripts_configmap [conftest] 2026-07-16T15:23:58.557317Z [info ] Create ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-16T15:23:58.557479Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ConfigMap', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke'}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-16T15:23:58.599338Z [info ] Executing class fixture: ovms_smoke_pod [conftest] 2026-07-16T15:23:58.599497Z [info ] Create Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-16T15:23:58.599755Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Pod', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke'}, 'spec': {'containers': [{'name': 'ovms-smoke', 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'command': ['/bin/sh', '-c'], 'args': ['python3 /scripts/ovms_smoketest.py && python3 /scripts/smoke.py'], 'env': [{'name': 'HOME', 'value': '/tmp'}, {'name': 'HF_HOME', 'value': '/tmp/hf_cache'}, {'name': 'MPLCONFIGDIR', 'value': '/tmp/matplotlib'}], 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True}], 'securityContext': {'allowPrivilegeEscalation': False, 'capabilities': {'drop': ['ALL']}, 'runAsNonRoot': True, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts'}}]}} [ocp_resources Pod] 2026-07-16T15:23:58.651412Z [info ] Waiting for OVMS smoke Pod to complete [tests.model_serving.model_runtime.openvino.conftest] name=tests.model_serving.model_runtime.openvino.conftest 2026-07-16T15:23:58.652593Z [info ] Wait for Pod ovms-smoke-pod status to be Succeeded [ocp_resources Pod] 2026-07-16T15:23:58.652743Z [info ] Waiting for 300 seconds [0:05:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T15:23:58.677548Z [info ] Status of Pod ovms-smoke-pod is Pending [ocp_resources Pod] 2026-07-16T15:24:00.724572Z [info ] Status of Pod ovms-smoke-pod is Running [ocp_resources Pod] 2026-07-16T15:24:33.232743Z [info ] Status of Pod ovms-smoke-pod is Succeeded [ocp_resources Pod] 2026-07-16T15:24:33.232976Z [info ] Elapsed time: 34.56544351577759 [0:00:34.565444] [timeout_sampler] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOVMSSmokeInOpenShift.test_ovms_smoke_runs_in_openshift[ovms-smoke] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T15:24:33.245876Z [info ] Delete Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-16T15:24:33.275875Z [info ] Deleting {'kind': 'Pod', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke', 'uid': '1e8d8dbb-b751-4313-8963-7b20556f027f', 'resourceVersion': '396121277', 'creationTimestamp': '2026-07-16T15:23:58Z', 'annotations': {'k8s.ovn.org/pod-networks': '{"default":{"ip_addresses":["10.129.2.125/23"],"mac_address":"0a:58:0a:81:02:7d","gateway_ips":["10.129.2.1"],"routes":[{"dest":"10.128.0.0/14","nextHop":"10.129.2.1"},{"dest":"172.30.0.0/16","nextHop":"10.129.2.1"},{"dest":"169.254.0.5/32","nextHop":"10.129.2.1"},{"dest":"100.64.0.0/16","nextHop":"10.129.2.1"}],"ip_address":"10.129.2.125/23","gateway_ip":"10.129.2.1","role":"primary"}}', 'k8s.v1.cni.cncf.io/network-status': '[{\n "name": "ovn-kubernetes",\n "interface": "eth0",\n "ips": [\n "10.129.2.125"\n ],\n "mac": "0a:58:0a:81:02:7d",\n "default": true,\n "dns": {}\n}]', 'openshift.io/scc': 'openshift-ai-llminferenceservice-multi-node-scc', 'seccomp.security.alpha.kubernetes.io/pod': 'runtime/default'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:58Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:spec': {'f:containers': {'k:{"name":"ovms-smoke"}': {'.': {}, 'f:args': {}, 'f:command': {}, 'f:env': {'.': {}, 'k:{"name":"HF_HOME"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"HOME"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"MPLCONFIGDIR"}': {'.': {}, 'f:name': {}, 'f:value': {}}}, 'f:image': {}, 'f:imagePullPolicy': {}, 'f:name': {}, 'f:resources': {}, 'f:securityContext': {'.': {}, 'f:allowPrivilegeEscalation': {}, 'f:capabilities': {'.': {}, 'f:drop': {}}, 'f:runAsNonRoot': {}, 'f:seccompProfile': {'.': {}, 'f:type': {}}}, 'f:terminationMessagePath': {}, 'f:terminationMessagePolicy': {}, 'f:volumeMounts': {'.': {}, 'k:{"mountPath":"/scripts"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}, 'f:readOnly': {}}}}}, 'f:dnsPolicy': {}, 'f:enableServiceLinks': {}, 'f:restartPolicy': {}, 'f:schedulerName': {}, 'f:securityContext': {}, 'f:terminationGracePeriodSeconds': {}, 'f:volumes': {'.': {}, 'k:{"name":"smoke-scripts"}': {'.': {}, 'f:configMap': {'.': {}, 'f:defaultMode': {}, 'f:name': {}}, 'f:name': {}}}}}}, {'manager': 'ods-qe-psi-07-b4mqp-worker-0-jcdqk', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:58Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.ovn.org/pod-networks': {}}}}, 'subresource': 'status'}, {'manager': 'multus-daemon', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:59Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.v1.cni.cncf.io/network-status': {}}}}, 'subresource': 'status'}, {'manager': 'kubelet', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:24:32Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'f:conditions': {'k:{"type":"ContainersReady"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"Initialized"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"PodReadyToStartContainers"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"Ready"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}}, 'f:containerStatuses': {}, 'f:hostIP': {}, 'f:hostIPs': {}, 'f:phase': {}, 'f:podIP': {}, 'f:podIPs': {'.': {}, 'k:{"ip":"10.129.2.125"}': {'.': {}, 'f:ip': {}}}, 'f:startTime': {}}}, 'subresource': 'status'}]}, 'spec': {'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts', 'defaultMode': 420}}, {'name': 'kube-api-access-gwsxg', 'projected': {'sources': [{'serviceAccountToken': {'expirationSeconds': 3607, 'path': 'token'}}, {'configMap': {'name': 'kube-root-ca.crt', 'items': [{'key': 'ca.crt', 'path': 'ca.crt'}]}}, {'downwardAPI': {'items': [{'path': 'namespace', 'fieldRef': {'apiVersion': 'v1', 'fieldPath': 'metadata.namespace'}}]}}, {'configMap': {'name': 'openshift-service-ca.crt', 'items': [{'key': 'service-ca.crt', 'path': 'service-ca.crt'}]}}], 'defaultMode': 420}}], 'containers': [{'name': 'ovms-smoke', 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'command': ['/bin/sh', '-c'], 'args': ['python3 /scripts/ovms_smoketest.py && python3 /scripts/smoke.py'], 'env': [{'name': 'HOME', 'value': '/tmp'}, {'name': 'HF_HOME', 'value': '/tmp/hf_cache'}, {'name': 'MPLCONFIGDIR', 'value': '/tmp/matplotlib'}], 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'readOnly': True, 'mountPath': '/scripts'}, {'name': 'kube-api-access-gwsxg', 'readOnly': True, 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount'}], 'terminationMessagePath': '/dev/termination-log', 'terminationMessagePolicy': 'File', 'imagePullPolicy': 'IfNotPresent', 'securityContext': {'capabilities': {'drop': ['ALL']}, 'runAsUser': 1001170000, 'runAsNonRoot': True, 'allowPrivilegeEscalation': False, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'terminationGracePeriodSeconds': 30, 'dnsPolicy': 'ClusterFirst', 'serviceAccountName': 'default', 'serviceAccount': 'default', 'nodeName': 'ods-qe-psi-07-b4mqp-worker-0-jcdqk', 'securityContext': {'seLinuxOptions': {'level': 's0:c34,c24'}, 'seccompProfile': {'type': 'RuntimeDefault'}}, 'imagePullSecrets': [{'name': 'default-dockercfg-4k7m6'}], 'schedulerName': 'default-scheduler', 'tolerations': [{'key': 'node.kubernetes.io/not-ready', 'operator': 'Exists', 'effect': 'NoExecute', 'tolerationSeconds': 300}, {'key': 'node.kubernetes.io/unreachable', 'operator': 'Exists', 'effect': 'NoExecute', 'tolerationSeconds': 300}], 'priority': 0, 'enableServiceLinks': True, 'preemptionPolicy': 'PreemptLowerPriority'}, 'status': {'phase': 'Succeeded', 'conditions': [{'type': 'PodReadyToStartContainers', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-16T15:24:32Z'}, {'type': 'Initialized', 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-16T15:23:58Z', 'reason': 'PodCompleted'}, {'type': 'Ready', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-16T15:24:31Z', 'reason': 'PodCompleted'}, {'type': 'ContainersReady', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-16T15:24:31Z', 'reason': 'PodCompleted'}, {'type': 'PodScheduled', 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-16T15:23:58Z'}], 'hostIP': '192.169.2.69', 'hostIPs': [{'ip': '192.169.2.69'}], 'podIP': '10.129.2.125', 'podIPs': [{'ip': '10.129.2.125'}], 'startTime': '2026-07-16T15:23:58Z', 'containerStatuses': [{'name': 'ovms-smoke', 'state': {'terminated': {'exitCode': 0, 'reason': 'Completed', 'startedAt': '2026-07-16T15:23:59Z', 'finishedAt': '2026-07-16T15:24:30Z', 'containerID': 'cri-o://4fd964c4871b538b6b86b32ea1395437fbaf54336e1aefa96725946001c224f6'}}, 'lastState': {}, 'ready': False, 'restartCount': 0, 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'imageID': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'containerID': 'cri-o://4fd964c4871b538b6b86b32ea1395437fbaf54336e1aefa96725946001c224f6', 'started': False, 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}, {'name': 'kube-api-access-gwsxg', 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}]}], 'qosClass': 'BestEffort'}} [ocp_resources Pod] 2026-07-16T15:24:33.306019Z [info ] Wait until Pod ovms-smoke-pod is deleted [ocp_resources Pod] 2026-07-16T15:24:33.306347Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:24:33.319784Z [info ] Elapsed time: 3.695487976074219e-05 [0:00:00.000037] [timeout_sampler] 2026-07-16T15:24:33.320098Z [info ] Delete ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-16T15:24:33.358034Z [info ] Deleting {'kind': 'ConfigMap', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke', 'uid': '93cdebb4-3b15-4633-a2ff-e32fd53562ec', 'resourceVersion': '396120710', 'creationTimestamp': '2026-07-16T15:23:58Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:58Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:ovms_smoketest.py': {}, 'f:smoke.py': {}}}}]}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-16T15:24:33.379666Z [info ] Wait until ConfigMap ovms-smoke-scripts is deleted [ocp_resources ConfigMap] 2026-07-16T15:24:33.379891Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:24:33.404511Z [info ] Elapsed time: 3.4809112548828125e-05 [0:00:00.000035] [timeout_sampler] 2026-07-16T15:24:33.428677Z [info ] Delete Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-16T15:24:33.462232Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke', 'uid': 'd7f36d35-c1b6-4367-8b6b-f9cf57935158', 'resourceVersion': '396120700', 'creationTimestamp': '2026-07-16T15:23:58Z', 'labels': {'kubernetes.io/metadata.name': 'ovms-smoke', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c34,c24', 'openshift.io/sa.scc.supplemental-groups': '1001170000/10000', 'openshift.io/sa.scc.uid-range': '1001170000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:58Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:58Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:23:58Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-16T15:24:33.477658Z [info ] Wait until Namespace ovms-smoke is deleted [ocp_resources Namespace] 2026-07-16T15:24:33.477902Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 3 of 8 completed, 3 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/triton/S3/test_triton_grpc.py::TestTritonGRPC::test_triton_grpc_inference[tensorflow-grpc] 2026-07-16T15:24:41.606526Z [info ] Elapsed time: 8.111088037490845 [0:00:08.111088] [timeout_sampler]  ------------------------------------- test_triton_grpc_inference[tensorflow-grpc] ------------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T15:24:41.611978Z [info ] Executing session fixture: root_dir [conftest] 2026-07-16T15:24:41.612365Z [info ] Executing session fixture: triton_runtime_image [conftest] 2026-07-16T15:24:41.612491Z [info ] Executing session fixture: supported_accelerator_type [conftest] 2026-07-16T15:24:41.612605Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-16T15:24:41.612749Z [info ] Executing class fixture: triton_grpc_serving_runtime_template [conftest] 2026-07-16T15:24:41.612860Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T15:24:41.612967Z [info ] Create Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-16T15:24:41.613093Z [info ] Posting {'apiVersion': 'template.openshift.io/v1', 'kind': 'Template', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications'}, 'objects': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'name': 'triton-grpc-runtime', 'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}}, 'spec': {'containers': [{'name': 'kserve-container', 'image': 'nvcr.io/nvidia/tritonserver:25.02-py3', 'args': ['tritonserver', '--model-store=/mnt/models', '--grpc-port=9000', '--allow-grpc=True'], 'ports': [{'name': 'h2c', 'containerPort': 9000, 'protocol': 'TCP'}], 'volumeMounts': [{'name': 'shm', 'mountPath': '/dev/shm'}], 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '1', 'memory': '2Gi'}}}], 'volumes': [{'name': 'shm', 'emptyDir': {'medium': 'Memory', 'sizeLimit': '2Gi'}}], 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'name': 'tensorrt', 'version': '8', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'onnx', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'pytorch', 'version': '1', 'autoSelect': True}, {'name': 'triton', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'xgboost', 'version': '1', 'autoSelect': True}, {'name': 'python', 'version': '1', 'autoSelect': True}]}}], 'parameters': []} [ocp_resources Template] 2026-07-16T15:24:41.652466Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T15:24:41.652847Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-16T15:24:41.653068Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T15:24:41.687044Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-16T15:24:41.687336Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T15:24:41.707418Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-16T15:24:41.707679Z [info ] Elapsed time: 7.82012939453125e-05 [0:00:00.000078] [timeout_sampler] 2026-07-16T15:24:41.707809Z [info ] Executing class fixture: protocol [conftest] 2026-07-16T15:24:41.707933Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-16T15:24:41.747369Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T15:24:41.747517Z [info ] Create ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-16T15:24:41.747748Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'name': 'triton-grpc-runtime', 'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'namespace': 'tensorflow-standard'}, 'spec': {'containers': [{'name': 'kserve-container', 'image': 'nvcr.io/nvidia/tritonserver:25.02-py3', 'args': ['tritonserver', '--model-store=/mnt/models', '--grpc-port=9000', '--allow-grpc=True'], 'ports': [{'name': 'h2c', 'containerPort': 9000, 'protocol': 'TCP'}], 'volumeMounts': [{'name': 'shm', 'mountPath': '/dev/shm'}], 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '1', 'memory': '2Gi'}}}], 'volumes': [{'name': 'shm', 'emptyDir': {'medium': 'Memory', 'sizeLimit': '2Gi'}}], 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'name': 'tensorrt', 'version': '8', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'onnx', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'pytorch', 'version': '1', 'autoSelect': True}, {'name': 'triton', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'xgboost', 'version': '1', 'autoSelect': True}, {'name': 'python', 'version': '1', 'autoSelect': True}]}} [ocp_resources ServingRuntime] 2026-07-16T15:24:41.778375Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-16T15:24:41.778525Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T15:24:41.778688Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'tensorflow-standard'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-16T15:24:41.806226Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-16T15:24:41.806597Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:24:41.819279Z [info ] Elapsed time: 3.4809112548828125e-05 [0:00:00.000035] [timeout_sampler] 2026-07-16T15:24:41.819505Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-16T15:24:41.819765Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T15:24:41.819895Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-16T15:24:41.844908Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-16T15:24:41.858416Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T15:24:41.858553Z [info ] Create InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-16T15:24:41.858713Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'tensorflow-standard-grpc', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'tensorflow-standard'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'tensorrt'}, 'version': None, 'runtime': 'triton-grpc-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'triton-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-16T15:24:41.932237Z [info ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-grpc-runtime'}) [timeout_sampler] 2026-07-16T15:24:41.931587Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T15:24:42.956323Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T15:24:42.991556Z [info ] Elapsed time: 1.0247409343719482 [0:00:01.024741] [timeout_sampler] 2026-07-16T15:24:43.003395Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-16T15:24:43.004506Z [info ] Waiting for 599.9999978542328 seconds [0:09:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-grpc-runtime'}) [timeout_sampler] 2026-07-16T15:25:03.262198Z [info ] Elapsed time: 20.197041273117065 [0:00:20.197041] [timeout_sampler] 2026-07-16T15:25:03.274738Z [info ] Waiting for 578.657543182373 seconds [0:09:38.657543], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=tensorflow-standard-grpc', 'client': , 'namespace': 'tensorflow-standard'}) [timeout_sampler] 2026-07-16T15:25:03.288803Z [info ] Elapsed time: 6.794929504394531e-05 [0:00:00.000068] [timeout_sampler] 2026-07-16T15:25:03.288293Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-16T15:25:03.335440Z [info ] Waiting for 578.5970103740692 seconds [0:09:38.597010], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-16T15:25:03.348598Z [info ] Elapsed time: 0.00018548965454101562 [0:00:00.000185] [timeout_sampler] 2026-07-16T15:25:03.348946Z [info ] Wait for Deployment tensorflow-standard-grpc-predictor to be deployed: True [ocp_resources Deployment] 2026-07-16T15:25:03.349069Z [info ] Waiting for 578.5836203098297 seconds [0:09:38.583620], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:03.361238Z [info ] Elapsed time: 3.0517578125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-16T15:25:03.361422Z [info ] Waiting for 578.5707850456238 seconds [0:09:38.570785], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-16T15:25:03.373816Z [info ] Elapsed time: 5.4836273193359375e-05 [0:00:00.000055] [timeout_sampler] 2026-07-16T15:25:03.373959Z [info ] Wait for InferenceService/tensorflow-standard-grpc's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T15:25:03.374156Z [info ] Wait until InferenceService tensorflow-standard-grpc is created [ocp_resources InferenceService] 2026-07-16T15:25:03.374281Z [info ] Waiting for 578.5582096576691 seconds [0:09:38.558210], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:03.388976Z [info ] Elapsed time: 3.8623809814453125e-05 [0:00:00.000039] [timeout_sampler] 2026-07-16T15:25:03.389140Z [info ] Waiting for 578.5430867671967 seconds [0:09:38.543087], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T15:25:03.401793Z [info ] Elapsed time: 3.910064697265625e-05 [0:00:00.000039] [timeout_sampler] 2026-07-16T15:25:03.413362Z [info ] Waiting for 578.5186593532562 seconds [0:09:38.518659], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T15:25:03.425308Z [info ] Elapsed time: 5.2928924560546875e-05 [0:00:00.000053] [timeout_sampler] 2026-07-16T15:25:03.439483Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-16T15:25:03.465091Z [info ] Executing function fixture: snapshot [conftest] 2026-07-16T15:25:03.465290Z [info ] Executing function fixture: triton_response_snapshot [conftest] 2026-07-16T15:25:03.465441Z [info ] Executing function fixture: model_name [conftest] 2026-07-16T15:25:03.465570Z [info ] Executing function fixture: input_path [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-16T15:25:03Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestTritonGRPC.test_triton_grpc_inference[tensorflow-grpc] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T15:25:06.154906Z [info ] Delete InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-16T15:25:06.190315Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T15:24:41Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:24:41Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T15:24:42Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-16T15:24:54Z'}], 'name': 'tensorflow-standard-grpc', 'namespace': 'tensorflow-standard', 'resourceVersion': '396121756', 'uid': '18234145-5a0c-4dfa-ad1a-b948f01ff801'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'tensorrt'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'triton-grpc-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/'}, 'serviceAccountName': 'triton-models-bucket-sa'}}, 'status': {'address': {'url': 'http://tensorflow-standard-grpc-predictor.tensorflow-standard.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://tensorflow-standard-grpc-predictor-tensorflow-standard.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-16T15:24:42Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T15:24:54Z', 'message': 'ReplicaSet "tensorflow-standard-grpc-predictor-58fc5b7fd6" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T15:24:54Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T15:24:42Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'triton-grpc-runtime', 'url': 'http://tensorflow-standard-grpc-predictor.tensorflow-standard.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-16T15:25:06.212153Z [info ] Wait until InferenceService tensorflow-standard-grpc is deleted [ocp_resources InferenceService] 2026-07-16T15:25:06.212335Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:07.246237Z [info ] Elapsed time: 1.015345573425293 [0:00:01.015346] [timeout_sampler] 2026-07-16T15:25:07.246416Z [info ] Delete ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-16T15:25:07.275023Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-16T15:24:41Z', 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:prometheus.kserve.io/path': {}, 'f:prometheus.kserve.io/port': {}}}, 'f:spec': {'.': {}, 'f:containers': {}, 'f:protocolVersions': {}, 'f:supportedModelFormats': {}, 'f:volumes': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:24:41Z'}], 'name': 'triton-grpc-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '396121491', 'uid': 'e25d3b5d-6413-41e7-a651-16656f2ef6eb'}, 'spec': {'containers': [{'args': ['tritonserver', '--model-store=/mnt/models', '--grpc-port=9000', '--allow-grpc=True'], 'image': 'nvcr.io/nvidia/tritonserver:25.02-py3', 'name': 'kserve-container', 'ports': [{'containerPort': 9000, 'name': 'h2c', 'protocol': 'TCP'}], 'resources': {'limits': {'cpu': '1', 'memory': '2Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'volumeMounts': [{'mountPath': '/dev/shm', 'name': 'shm'}]}], 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'autoSelect': True, 'name': 'tensorrt', 'priority': 1, 'version': '8'}, {'autoSelect': True, 'name': 'tensorflow', 'priority': 1, 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'priority': 1, 'version': '2'}, {'autoSelect': True, 'name': 'onnx', 'priority': 1, 'version': '1'}, {'autoSelect': True, 'name': 'pytorch', 'version': '1'}, {'autoSelect': True, 'name': 'triton', 'priority': 1, 'version': '2'}, {'autoSelect': True, 'name': 'xgboost', 'version': '1'}, {'autoSelect': True, 'name': 'python', 'version': '1'}], 'volumes': [{'emptyDir': {'medium': 'Memory', 'sizeLimit': '2Gi'}, 'name': 'shm'}]}} [ocp_resources ServingRuntime] 2026-07-16T15:25:07.292706Z [info ] Wait until ServingRuntime triton-grpc-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T15:25:07.292841Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:07.305606Z [info ] Elapsed time: 5.14984130859375e-05 [0:00:00.000051] [timeout_sampler] 2026-07-16T15:25:07.305796Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T15:25:07.331150Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '6fc74c2b-922e-4f60-b4c7-5c61e8d30711', 'resourceVersion': '396121497', 'creationTimestamp': '2026-07-16T15:24:41Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-p97wh'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:24:41Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:imagePullSecrets': {}, 'f:metadata': {'f:annotations': {'f:openshift.io/internal-registry-pull-secret-ref': {}}}, 'f:secrets': {'k:{"name":"triton-models-bucket-sa-dockercfg-p97wh"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:24:41Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-p97wh'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-p97wh'}]} [ocp_resources ServiceAccount] 2026-07-16T15:25:07.344930Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-16T15:25:07.345092Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:07.359297Z [info ] Elapsed time: 6.079673767089844e-05 [0:00:00.000061] [timeout_sampler] 2026-07-16T15:25:07.359464Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T15:25:07.395010Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': 'e8c99ed2-4731-4ccf-b97f-1f2aa1a93b1e', 'resourceVersion': '396121495', 'creationTimestamp': '2026-07-16T15:24:41Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:24:41Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:AWS_ACCESS_KEY_ID': {}, 'f:AWS_SECRET_ACCESS_KEY': {}}, 'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/s3-endpoint': {}, 'f:serving.kserve.io/s3-region': {}, 'f:serving.kserve.io/s3-useanoncredential': {}, 'f:serving.kserve.io/s3-usehttps': {}, 'f:serving.kserve.io/s3-verifyssl': {}}}, 'f:type': {}}}]}, 'data': '*******', 'type': 'Opaque'} [ocp_resources Secret] 2026-07-16T15:25:07.411940Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-16T15:25:07.412147Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:07.426857Z [info ] Elapsed time: 5.14984130859375e-05 [0:00:00.000051] [timeout_sampler] 2026-07-16T15:25:07.479053Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-16T15:25:07.503400Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '6e05ff61-396b-424f-af05-863964ad53a7', 'resourceVersion': '396121475', 'creationTimestamp': '2026-07-16T15:24:41Z', 'labels': {'kubernetes.io/metadata.name': 'tensorflow-standard', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c34,c29', 'openshift.io/sa.scc.supplemental-groups': '1001180000/10000', 'openshift.io/sa.scc.uid-range': '1001180000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:24:41Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:24:41Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:24:41Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-16T15:25:07.520357Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-16T15:25:07.520516Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:15.667602Z [info ] Elapsed time: 8.133281946182251 [0:00:08.133282] [timeout_sampler] 2026-07-16T15:25:15.667854Z [info ] Delete Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-16T15:25:15.698466Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': '7e2adb1c-6215-43c6-a24d-bccca8cd4415', 'resourceVersion': '396121459', 'creationTimestamp': '2026-07-16T15:24:41Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-16T15:24:41Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:objects': {}}}]}, 'objects': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'name': 'triton-grpc-runtime', 'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}}, 'spec': {'containers': [{'name': 'kserve-container', 'image': 'nvcr.io/nvidia/tritonserver:25.02-py3', 'args': ['tritonserver', '--model-store=/mnt/models', '--grpc-port=9000', '--allow-grpc=True'], 'ports': [{'name': 'h2c', 'containerPort': 9000, 'protocol': 'TCP'}], 'volumeMounts': [{'name': 'shm', 'mountPath': '/dev/shm'}], 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '1', 'memory': '2Gi'}}}], 'volumes': [{'name': 'shm', 'emptyDir': {'medium': 'Memory', 'sizeLimit': '2Gi'}}], 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'name': 'tensorrt', 'version': '8', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'onnx', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'pytorch', 'version': '1', 'autoSelect': True}, {'name': 'triton', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'xgboost', 'version': '1', 'autoSelect': True}, {'name': 'python', 'version': '1', 'autoSelect': True}]}}]} [ocp_resources Template] 2026-07-16T15:25:15.716957Z [info ] Wait until Template triton-grpc-runtime-template is deleted [ocp_resources Template] 2026-07-16T15:25:15.717117Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 4 of 8 completed, 4 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/triton/S3/test_triton_rest.py::TestTritonREST::test_triton_rest_inference[tensorflow-rest] 2026-07-16T15:25:15.738236Z [info ] Elapsed time: 8.034706115722656e-05 [0:00:00.000080] [timeout_sampler]  ------------------------------------- test_triton_rest_inference[tensorflow-rest] ------------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T15:25:15.738789Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-16T15:25:15.738903Z [info ] Executing class fixture: triton_rest_serving_runtime_template [conftest] 2026-07-16T15:25:15.739011Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T15:25:15.739121Z [info ] Create Template triton-rest-runtime-template [ocp_resources Template] 2026-07-16T15:25:15.739244Z [info ] Posting {'apiVersion': 'template.openshift.io/v1', 'kind': 'Template', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications'}, 'objects': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'name': 'triton-rest-runtime', 'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}}, 'spec': {'containers': [{'name': 'kserve-container', 'image': 'nvcr.io/nvidia/tritonserver:25.02-py3', 'args': ['tritonserver', '--model-store=/mnt/models', '--http-port=8080', '--allow-http=True'], 'ports': [{'name': 'http1', 'containerPort': 8080, 'protocol': 'TCP'}], 'volumeMounts': [], 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '1', 'memory': '2Gi'}}}], 'volumes': [], 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'name': 'tensorrt', 'version': '8', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'onnx', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'pytorch', 'version': '1', 'autoSelect': True}, {'name': 'triton', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'xgboost', 'version': '1', 'autoSelect': True}, {'name': 'python', 'version': '1', 'autoSelect': True}]}}], 'parameters': []} [ocp_resources Template] 2026-07-16T15:25:15.778539Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T15:25:15.778712Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-16T15:25:15.778838Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T15:25:15.806009Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-16T15:25:15.806158Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:15.823269Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-16T15:25:15.823418Z [info ] Elapsed time: 7.963180541992188e-05 [0:00:00.000080] [timeout_sampler] 2026-07-16T15:25:15.823561Z [info ] Executing class fixture: protocol [conftest] 2026-07-16T15:25:15.824114Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-16T15:25:15.863894Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T15:25:15.864044Z [info ] Create ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-16T15:25:15.864196Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'name': 'triton-rest-runtime', 'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'namespace': 'tensorflow-standard'}, 'spec': {'containers': [{'name': 'kserve-container', 'image': 'nvcr.io/nvidia/tritonserver:25.02-py3', 'args': ['tritonserver', '--model-store=/mnt/models', '--http-port=8080', '--allow-http=True'], 'ports': [{'name': 'http1', 'containerPort': 8080, 'protocol': 'TCP'}], 'volumeMounts': [], 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '1', 'memory': '2Gi'}}}], 'volumes': [], 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'name': 'tensorrt', 'version': '8', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'onnx', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'pytorch', 'version': '1', 'autoSelect': True}, {'name': 'triton', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'xgboost', 'version': '1', 'autoSelect': True}, {'name': 'python', 'version': '1', 'autoSelect': True}]}} [ocp_resources ServingRuntime] 2026-07-16T15:25:15.904956Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-16T15:25:15.905108Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T15:25:15.905285Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'tensorflow-standard'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-16T15:25:15.934287Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-16T15:25:15.934437Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:15.946646Z [info ] Elapsed time: 3.2901763916015625e-05 [0:00:00.000033] [timeout_sampler] 2026-07-16T15:25:15.946827Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-16T15:25:15.946976Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T15:25:15.947123Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-16T15:25:15.980203Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-16T15:25:15.993753Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T15:25:15.993923Z [info ] Create InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-16T15:25:15.994074Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'tensorflow-standard-rest', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'tensorflow-standard'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'tensorrt'}, 'version': None, 'runtime': 'triton-rest-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'triton-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-16T15:25:16.038062Z [info ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler] 2026-07-16T15:25:16.037384Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T15:25:17.065376Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T15:25:17.101729Z [info ] Elapsed time: 1.0280680656433105 [0:00:01.028068] [timeout_sampler] 2026-07-16T15:25:17.113505Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-16T15:25:17.114217Z [info ] Waiting for 599.9999976158142 seconds [0:09:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler] 2026-07-16T15:25:37.413659Z [info ] Elapsed time: 20.22038960456848 [0:00:20.220390] [timeout_sampler] 2026-07-16T15:25:37.426311Z [info ] Waiting for 578.6114566326141 seconds [0:09:38.611457], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=tensorflow-standard-rest', 'client': , 'namespace': 'tensorflow-standard'}) [timeout_sampler] 2026-07-16T15:25:37.438995Z [info ] Elapsed time: 6.866455078125e-05 [0:00:00.000069] [timeout_sampler] 2026-07-16T15:25:37.438506Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-16T15:25:37.474527Z [info ] Waiting for 578.563145160675 seconds [0:09:38.563145], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-16T15:25:37.486773Z [info ] Elapsed time: 6.985664367675781e-05 [0:00:00.000070] [timeout_sampler] 2026-07-16T15:25:37.486934Z [info ] Wait for Deployment tensorflow-standard-rest-predictor to be deployed: True [ocp_resources Deployment] 2026-07-16T15:25:37.487082Z [info ] Waiting for 578.5508997440338 seconds [0:09:38.550900], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:37.498439Z [info ] Elapsed time: 3.0040740966796875e-05 [0:00:00.000030] [timeout_sampler] 2026-07-16T15:25:37.498592Z [info ] Waiting for 578.5392143726349 seconds [0:09:38.539214], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-16T15:25:37.510812Z [info ] Elapsed time: 3.5762786865234375e-05 [0:00:00.000036] [timeout_sampler] 2026-07-16T15:25:37.510961Z [info ] Wait for InferenceService/tensorflow-standard-rest's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T15:25:37.511097Z [info ] Wait until InferenceService tensorflow-standard-rest is created [ocp_resources InferenceService] 2026-07-16T15:25:37.511210Z [info ] Waiting for 578.5268778800964 seconds [0:09:38.526878], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:37.524602Z [info ] Elapsed time: 2.765655517578125e-05 [0:00:00.000028] [timeout_sampler] 2026-07-16T15:25:37.524843Z [info ] Waiting for 578.5130410194397 seconds [0:09:38.513041], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T15:25:37.536644Z [info ] Elapsed time: 2.9802322387695312e-05 [0:00:00.000030] [timeout_sampler] 2026-07-16T15:25:37.549286Z [info ] Waiting for 578.4886507987976 seconds [0:09:38.488651], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T15:25:37.562465Z [info ] Elapsed time: 0.0001380443572998047 [0:00:00.000138] [timeout_sampler] 2026-07-16T15:25:37.575007Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-16T15:25:37.611847Z [info ] Executing function fixture: snapshot [conftest] 2026-07-16T15:25:37.612919Z [info ] Executing function fixture: triton_response_snapshot [conftest] 2026-07-16T15:25:37.613042Z [info ] Executing function fixture: model_name [conftest] 2026-07-16T15:25:37.613160Z [info ] Executing function fixture: input_path [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-16T15:25:37Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestTritonREST.test_triton_rest_inference[tensorflow-rest] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T15:25:40.961094Z [info ] Delete InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-16T15:25:40.995178Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T15:25:16Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:25:15Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T15:25:16Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-16T15:25:28Z'}], 'name': 'tensorflow-standard-rest', 'namespace': 'tensorflow-standard', 'resourceVersion': '396122518', 'uid': 'bd047f84-add4-497d-9c1d-124c639f6638'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'tensorrt'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'triton-rest-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/'}, 'serviceAccountName': 'triton-models-bucket-sa'}}, 'status': {'address': {'url': 'http://tensorflow-standard-rest-predictor.tensorflow-standard.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://tensorflow-standard-rest-predictor-tensorflow-standard.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-16T15:25:16Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T15:25:28Z', 'message': 'ReplicaSet "tensorflow-standard-rest-predictor-c64b5c649" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T15:25:28Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T15:25:16Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'triton-rest-runtime', 'url': 'http://tensorflow-standard-rest-predictor.tensorflow-standard.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-16T15:25:41.013791Z [info ] Wait until InferenceService tensorflow-standard-rest is deleted [ocp_resources InferenceService] 2026-07-16T15:25:41.013987Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:42.049510Z [info ] Elapsed time: 1.020026683807373 [0:00:01.020027] [timeout_sampler] 2026-07-16T15:25:42.049731Z [info ] Delete ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-16T15:25:42.076534Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-16T15:25:15Z', 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:prometheus.kserve.io/path': {}, 'f:prometheus.kserve.io/port': {}}}, 'f:spec': {'.': {}, 'f:containers': {}, 'f:protocolVersions': {}, 'f:supportedModelFormats': {}, 'f:volumes': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:25:15Z'}], 'name': 'triton-rest-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '396122193', 'uid': '0ee7bad8-c7dc-4008-ab2a-b778adb881cd'}, 'spec': {'containers': [{'args': ['tritonserver', '--model-store=/mnt/models', '--http-port=8080', '--allow-http=True'], 'image': 'nvcr.io/nvidia/tritonserver:25.02-py3', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'name': 'http1', 'protocol': 'TCP'}], 'resources': {'limits': {'cpu': '1', 'memory': '2Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'volumeMounts': []}], 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'autoSelect': True, 'name': 'tensorrt', 'priority': 1, 'version': '8'}, {'autoSelect': True, 'name': 'tensorflow', 'priority': 1, 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'priority': 1, 'version': '2'}, {'autoSelect': True, 'name': 'onnx', 'priority': 1, 'version': '1'}, {'autoSelect': True, 'name': 'pytorch', 'version': '1'}, {'autoSelect': True, 'name': 'triton', 'priority': 1, 'version': '2'}, {'autoSelect': True, 'name': 'xgboost', 'version': '1'}, {'autoSelect': True, 'name': 'python', 'version': '1'}], 'volumes': []}} [ocp_resources ServingRuntime] 2026-07-16T15:25:42.091603Z [info ] Wait until ServingRuntime triton-rest-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T15:25:42.091795Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:42.104901Z [info ] Elapsed time: 3.8623809814453125e-05 [0:00:00.000039] [timeout_sampler] 2026-07-16T15:25:42.105215Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T15:25:42.128681Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '6577def5-6564-4439-ab0e-9992d8f67e18', 'resourceVersion': '396122199', 'creationTimestamp': '2026-07-16T15:25:15Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-pwcmr'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:imagePullSecrets': {}, 'f:metadata': {'f:annotations': {'f:openshift.io/internal-registry-pull-secret-ref': {}}}, 'f:secrets': {'k:{"name":"triton-models-bucket-sa-dockercfg-pwcmr"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-pwcmr'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-pwcmr'}]} [ocp_resources ServiceAccount] 2026-07-16T15:25:42.143167Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-16T15:25:42.143347Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:42.156118Z [info ] Elapsed time: 5.3882598876953125e-05 [0:00:00.000054] [timeout_sampler] 2026-07-16T15:25:42.156287Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T15:25:42.185421Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': 'd1ae6df1-448d-4341-921d-3c38dbe69f81', 'resourceVersion': '396122197', 'creationTimestamp': '2026-07-16T15:25:15Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:AWS_ACCESS_KEY_ID': {}, 'f:AWS_SECRET_ACCESS_KEY': {}}, 'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/s3-endpoint': {}, 'f:serving.kserve.io/s3-region': {}, 'f:serving.kserve.io/s3-useanoncredential': {}, 'f:serving.kserve.io/s3-usehttps': {}, 'f:serving.kserve.io/s3-verifyssl': {}}}, 'f:type': {}}}]}, 'data': '*******', 'type': 'Opaque'} [ocp_resources Secret] 2026-07-16T15:25:42.199990Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-16T15:25:42.200325Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:42.212231Z [info ] Elapsed time: 4.124641418457031e-05 [0:00:00.000041] [timeout_sampler] 2026-07-16T15:25:42.276587Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-16T15:25:42.300746Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': 'ff79139c-5e73-4b2f-a16d-e17e59a35ad4', 'resourceVersion': '396122179', 'creationTimestamp': '2026-07-16T15:25:15Z', 'labels': {'kubernetes.io/metadata.name': 'tensorflow-standard', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c35,c0', 'openshift.io/sa.scc.supplemental-groups': '1001190000/10000', 'openshift.io/sa.scc.uid-range': '1001190000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-16T15:25:42.316270Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-16T15:25:42.316500Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:50.441042Z [info ] Elapsed time: 8.111051559448242 [0:00:08.111052] [timeout_sampler] 2026-07-16T15:25:50.441363Z [info ] Delete Template triton-rest-runtime-template [ocp_resources Template] 2026-07-16T15:25:50.474227Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'c47a3983-1d14-4c98-89f3-8de94e71738a', 'resourceVersion': '396122163', 'creationTimestamp': '2026-07-16T15:25:15Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-16T15:25:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:objects': {}}}]}, 'objects': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'name': 'triton-rest-runtime', 'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}}, 'spec': {'containers': [{'name': 'kserve-container', 'image': 'nvcr.io/nvidia/tritonserver:25.02-py3', 'args': ['tritonserver', '--model-store=/mnt/models', '--http-port=8080', '--allow-http=True'], 'ports': [{'name': 'http1', 'containerPort': 8080, 'protocol': 'TCP'}], 'volumeMounts': [], 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '1', 'memory': '2Gi'}}}], 'volumes': [], 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'name': 'tensorrt', 'version': '8', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'onnx', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'pytorch', 'version': '1', 'autoSelect': True}, {'name': 'triton', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'xgboost', 'version': '1', 'autoSelect': True}, {'name': 'python', 'version': '1', 'autoSelect': True}]}}]} [ocp_resources Template] 2026-07-16T15:25:50.493482Z [info ] Wait until Template triton-rest-runtime-template is deleted [ocp_resources Template] 2026-07-16T15:25:50.493795Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 5 of 8 completed, 5 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/vllm/cpu/cpu_x86/test_vllm_cpu_s3_inference.py::TestVllmCpuX86S3Inference::test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] 2026-07-16T15:25:50.511329Z [info ] Elapsed time: 8.440017700195312e-05 [0:00:00.000084] [timeout_sampler]  ----------------------------- test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T15:25:50.515852Z [info ] Executing session fixture: skip_if_no_supported_cpu_x86_accelerator_type [conftest] 2026-07-16T15:25:50.516121Z [info ] Executing session fixture: vllm_runtime_image [conftest] 2026-07-16T15:25:50.516240Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-16T15:25:50.516355Z [info ] Executing session fixture: registry_pull_secret [conftest] 2026-07-16T15:25:50.516464Z [info ] Executing session fixture: registry_host [conftest] 2026-07-16T15:25:50.516571Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T15:25:50.516707Z [info ] Create Namespace opt-125m-standard-cpu [ocp_resources Namespace] 2026-07-16T15:25:50.516823Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-standard-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T15:25:50.550454Z [info ] Wait for Namespace opt-125m-standard-cpu status to be Active [ocp_resources Namespace] 2026-07-16T15:25:50.550593Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:50.565808Z [info ] Status of Namespace opt-125m-standard-cpu is Active [ocp_resources Namespace] 2026-07-16T15:25:50.565968Z [info ] Elapsed time: 7.939338684082031e-05 [0:00:00.000079] [timeout_sampler] 2026-07-16T15:25:50.566091Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-16T15:25:50.566235Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T15:25:50.606404Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T15:25:50.606563Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-16T15:25:50.606827Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'vllm-runtime', 'namespace': 'opt-125m-standard-cpu'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'vllm', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8080'}, 'containers': [{'args': ['--port=8080', '--model=/mnt/models', '--served-model-name={{.Name}}'], 'command': ['python', '-m', 'vllm.entrypoints.openai.api_server'], 'env': [{'name': 'HF_HOME', 'value': '/tmp/hf_home'}], 'image': 'registry.redhat.io/rhaii-early-access/vllm-cpu-rhel9@sha256:f7d3636e1bafd71bdf1f4a8b6818d9e00b7c64516ed4e732e942514a60ecd680', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}]}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-16T15:25:50.643582Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-16T15:25:50.643825Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T15:25:50.643985Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'opt-125m-standard-cpu'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-16T15:25:50.672895Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-16T15:25:50.673079Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:25:50.689667Z [info ] Elapsed time: 3.600120544433594e-05 [0:00:00.000036] [timeout_sampler] 2026-07-16T15:25:50.690051Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-16T15:25:50.690170Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T15:25:50.690283Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-standard-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-16T15:25:50.719036Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-16T15:25:50.719167Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-16T15:25:50.733669Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T15:25:50.734037Z [info ] Create InferenceService opt-125m-standard-cpu [ocp_resources InferenceService] 2026-07-16T15:25:50.734191Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'opt-125m-standard-cpu', 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'opt-125m-standard-cpu'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'vLLM'}, 'version': None, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'resources': {'requests': {'cpu': '8', 'memory': '10Gi'}, 'limits': {'cpu': '16', 'memory': '16Gi'}}, 'volumeMounts': [{'name': 'shared-memory', 'mountPath': '/dev/shm'}, {'name': 'tmp', 'mountPath': '/tmp'}, {'name': 'home', 'mountPath': '/home/vllm'}], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}]}, 'minReplicas': 1, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'name': 'shared-memory', 'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}}, {'name': 'tmp', 'emptyDir': {}}, {'name': 'home', 'emptyDir': {}}]}}} [ocp_resources InferenceService] 2026-07-16T15:25:50.807336Z [info ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-16T15:25:50.806530Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T15:25:51.857230Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T15:25:51.894092Z [info ] Elapsed time: 1.0508317947387695 [0:00:01.050832] [timeout_sampler] 2026-07-16T15:25:51.905793Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-16T15:25:51.906967Z [info ] Waiting for 1199.999998807907 seconds [0:19:59.999999], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-16T15:27:32.754274Z [info ] Elapsed time: 100.78521084785461 [0:01:40.785211] [timeout_sampler] 2026-07-16T15:27:32.766717Z [info ] Waiting for 1098.0403892993927 seconds [0:18:18.040389], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=opt-125m-standard-cpu', 'client': , 'namespace': 'opt-125m-standard-cpu'}) [timeout_sampler] 2026-07-16T15:27:32.778838Z [info ] Elapsed time: 7.033348083496094e-05 [0:00:00.000070] [timeout_sampler] 2026-07-16T15:27:32.778204Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-16T15:27:32.818359Z [info ] Waiting for 1097.9884793758392 seconds [0:18:17.988479], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-16T15:27:32.832483Z [info ] Elapsed time: 6.413459777832031e-05 [0:00:00.000064] [timeout_sampler] 2026-07-16T15:27:32.832844Z [info ] Wait for Deployment opt-125m-standard-cpu-predictor to be deployed: True [ocp_resources Deployment] 2026-07-16T15:27:32.832990Z [info ] Waiting for 1097.9746022224426 seconds [0:18:17.974602], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-16T15:27:32.844853Z [info ] Elapsed time: 3.147125244140625e-05 [0:00:00.000031] [timeout_sampler] 2026-07-16T15:27:32.845018Z [info ] Waiting for 1097.9622552394867 seconds [0:18:17.962255], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-16T15:27:32.857082Z [info ] Elapsed time: 3.123283386230469e-05 [0:00:00.000031] [timeout_sampler] 2026-07-16T15:27:32.857480Z [info ] Wait for InferenceService/opt-125m-standard-cpu's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T15:27:32.857822Z [info ] Wait until InferenceService opt-125m-standard-cpu is created [ocp_resources InferenceService] 2026-07-16T15:27:32.857963Z [info ] Waiting for 1097.9499793052673 seconds [0:18:17.949979], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:27:32.870652Z [info ] Elapsed time: 3.4332275390625e-05 [0:00:00.000034] [timeout_sampler] 2026-07-16T15:27:32.870880Z [info ] Waiting for 1097.9363808631897 seconds [0:18:17.936381], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T15:27:32.882554Z [info ] Elapsed time: 3.218650817871094e-05 [0:00:00.000032] [timeout_sampler] 2026-07-16T15:27:32.895203Z [info ] Waiting for 1097.9117231369019 seconds [0:18:17.911723], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T15:27:32.907387Z [info ] Elapsed time: 0.00015878677368164062 [0:00:00.000159] [timeout_sampler] 2026-07-16T15:27:32.920681Z [info ] Executing function fixture: skip_if_not_cpu_x86_raw_deployment [conftest] 2026-07-16T15:27:32.933598Z [info ] Executing function fixture: inference_request [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-16T15:27:32.961586Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T15:27:33.018087Z [info ] Sending completions request  [tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils] name=tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils payload={'model': 'opt-125m-standard-cpu', 'prompt': 'What is Kubernetes?', 'max_tokens': 50} url=https://opt-125m-standard-cpu-opt-125m-standard-cpu.apps.ods-qe-psi-07.osp.rh-ods.com/v1/completions 2026-07-16T15:27:33.019838Z [info ] kind: Infrastructure api version: config.openshift.io/v1 [ocp_resources.resource] 2026-07-16T15:27:33.067202Z [info ] kind: IngressController api version: operator.openshift.io/v1 [ocp_resources.resource] 2026-07-16T15:27:33.079148Z [info ] Using router certificate secret: router-certs-default [utilities.certificates_utils] name=utilities.certificates_utils PASSED2026-07-16T15:27:40.217131Z [info ] Completions response  [tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils] body_length=740 name=tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils status_code=200  TEST: TestVllmCpuX86S3Inference.test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T15:27:40.219950Z [info ] Delete InferenceService opt-125m-standard-cpu [ocp_resources InferenceService] 2026-07-16T15:27:40.252312Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T15:25:50Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}, 'f:labels': {'.': {}, 'f:networking.kserve.io/visibility': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:args': {}, 'f:env': {'.': {}, 'k:{"name":"OMP_NUM_THREADS"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_CPU_KVCACHE_SPACE"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_WORKER_MULTIPROC_METHOD"}': {'.': {}, 'f:name': {}, 'f:value': {}}}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}, 'f:volumeMounts': {'.': {}, 'k:{"mountPath":"/dev/shm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/home/vllm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/tmp"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}}}, 'f:serviceAccountName': {}, 'f:volumes': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:25:50Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T15:25:50Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-16T15:27:25Z'}], 'name': 'opt-125m-standard-cpu', 'namespace': 'opt-125m-standard-cpu', 'resourceVersion': '396124528', 'uid': '565afd2d-773f-435e-860e-a4ab1a9ab45e'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}], 'modelFormat': {'name': 'vLLM'}, 'name': '', 'protocolVersion': 'v2', 'resources': {'limits': {'cpu': '16', 'memory': '16Gi'}, 'requests': {'cpu': '8', 'memory': '10Gi'}}, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'volumeMounts': [{'mountPath': '/dev/shm', 'name': 'shared-memory'}, {'mountPath': '/tmp', 'name': 'tmp'}, {'mountPath': '/home/vllm', 'name': 'home'}]}, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}, 'name': 'shared-memory'}, {'emptyDir': {}, 'name': 'tmp'}, {'emptyDir': {}, 'name': 'home'}]}}, 'status': {'address': {'url': 'http://opt-125m-standard-cpu-predictor.opt-125m-standard-cpu.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://opt-125m-standard-cpu-predictor-opt-125m-standard-cpu.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-16T15:25:51Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T15:27:25Z', 'message': 'ReplicaSet "opt-125m-standard-cpu-predictor-7c77bfd67d" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T15:27:25Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T15:25:50Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'vllm-runtime', 'url': 'https://opt-125m-standard-cpu-opt-125m-standard-cpu.apps.ods-qe-psi-07.osp.rh-ods.com'}} [ocp_resources InferenceService] 2026-07-16T15:27:40.271796Z [info ] Wait until InferenceService opt-125m-standard-cpu is deleted [ocp_resources InferenceService] 2026-07-16T15:27:40.271978Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:27:41.306411Z [info ] Elapsed time: 1.014707088470459 [0:00:01.014707] [timeout_sampler] 2026-07-16T15:27:41.306587Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-16T15:27:41.335270Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'creationTimestamp': '2026-07-16T15:25:50Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}}, 'f:labels': {'.': {}, 'f:opendatahub.io/dashboard': {}}}, 'f:spec': {'.': {}, 'f:annotations': {'.': {}, 'f:opendatahub.io/kserve-runtime': {}, 'f:prometheus.io/path': {}, 'f:prometheus.io/port': {}}, 'f:containers': {}, 'f:multiModel': {}, 'f:supportedModelFormats': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:25:50Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-standard-cpu', 'resourceVersion': '396122977', 'uid': 'ee728c29-8619-422d-945a-34921aee2d5d'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'vllm', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8080'}, 'containers': [{'args': ['--port=8080', '--model=/mnt/models', '--served-model-name={{.Name}}'], 'command': ['python', '-m', 'vllm.entrypoints.openai.api_server'], 'env': [{'name': 'HF_HOME', 'value': '/tmp/hf_home'}], 'image': 'registry.redhat.io/rhaii-early-access/vllm-cpu-rhel9@sha256:f7d3636e1bafd71bdf1f4a8b6818d9e00b7c64516ed4e732e942514a60ecd680', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}]}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-16T15:27:41.353856Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T15:27:41.354024Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:27:41.368958Z [info ] Elapsed time: 5.555152893066406e-05 [0:00:00.000056] [timeout_sampler] 2026-07-16T15:27:41.369111Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T15:27:41.395889Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-standard-cpu', 'uid': 'bd951a6c-db6d-4daa-85d3-d34d902b6193', 'resourceVersion': '396122986', 'creationTimestamp': '2026-07-16T15:25:50Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-r9x82'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:50Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:imagePullSecrets': {}, 'f:metadata': {'f:annotations': {'f:openshift.io/internal-registry-pull-secret-ref': {}}}, 'f:secrets': {'k:{"name":"models-bucket-sa-dockercfg-r9x82"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:50Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-r9x82'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-r9x82'}]} [ocp_resources ServiceAccount] 2026-07-16T15:27:41.410465Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-16T15:27:41.410658Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:27:41.423980Z [info ] Elapsed time: 8.797645568847656e-05 [0:00:00.000088] [timeout_sampler] 2026-07-16T15:27:41.424262Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T15:27:41.454220Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-standard-cpu', 'uid': 'd5754c6c-95fa-41d3-90f6-7ab398015d5b', 'resourceVersion': '396122981', 'creationTimestamp': '2026-07-16T15:25:50Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:50Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:AWS_ACCESS_KEY_ID': {}, 'f:AWS_SECRET_ACCESS_KEY': {}}, 'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/s3-endpoint': {}, 'f:serving.kserve.io/s3-region': {}, 'f:serving.kserve.io/s3-useanoncredential': {}, 'f:serving.kserve.io/s3-usehttps': {}, 'f:serving.kserve.io/s3-verifyssl': {}}}, 'f:type': {}}}]}, 'data': '*******', 'type': 'Opaque'} [ocp_resources Secret] 2026-07-16T15:27:41.468374Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-16T15:27:41.468507Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:27:41.481126Z [info ] Elapsed time: 5.1021575927734375e-05 [0:00:00.000051] [timeout_sampler] 2026-07-16T15:27:41.528539Z [info ] Delete Namespace opt-125m-standard-cpu [ocp_resources Namespace] 2026-07-16T15:27:41.554933Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-standard-cpu', 'uid': 'b0926939-1056-4e60-956a-2edd78f07e2f', 'resourceVersion': '396122958', 'creationTimestamp': '2026-07-16T15:25:50Z', 'labels': {'kubernetes.io/metadata.name': 'opt-125m-standard-cpu', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c35,c15', 'openshift.io/sa.scc.supplemental-groups': '1001220000/10000', 'openshift.io/sa.scc.uid-range': '1001220000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:50Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:50Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:25:50Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-16T15:27:41.572213Z [info ] Wait until Namespace opt-125m-standard-cpu is deleted [ocp_resources Namespace] 2026-07-16T15:27:41.572425Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 6 of 8 completed, 6 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/vllm/probes/test_vllm_probes.py::TestVllmProbeHealth::test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] 2026-07-16T15:27:49.703128Z [info ] Elapsed time: 8.11296820640564 [0:00:08.112968] [timeout_sampler]  -------------------------- test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] -------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T15:27:49.706009Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-16T15:27:49.706192Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T15:27:49.706368Z [info ] Create Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-16T15:27:49.706529Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-probes'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T15:27:49.759500Z [info ] Wait for Namespace opt-125m-probes status to be Active [ocp_resources Namespace] 2026-07-16T15:27:49.759909Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T15:27:49.774031Z [info ] Status of Namespace opt-125m-probes is Active [ocp_resources Namespace] 2026-07-16T15:27:49.774169Z [info ] Elapsed time: 8.273124694824219e-05 [0:00:00.000083] [timeout_sampler] 2026-07-16T15:27:49.774289Z [info ] Executing class fixture: probes_serving_runtime [conftest] 2026-07-16T15:27:49.774398Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T15:27:49.817100Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T15:27:49.817268Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-16T15:27:49.817487Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'vllm-runtime', 'namespace': 'opt-125m-probes'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'vllm', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8080'}, 'containers': [{'args': ['--port=8080', '--model=/mnt/models', '--served-model-name={{.Name}}'], 'command': ['python', '-m', 'vllm.entrypoints.openai.api_server'], 'env': [{'name': 'HF_HOME', 'value': '/tmp/hf_home'}], 'image': 'registry.redhat.io/rhaii-early-access/vllm-cpu-rhel9@sha256:f7d3636e1bafd71bdf1f4a8b6818d9e00b7c64516ed4e732e942514a60ecd680', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 120, 'periodSeconds': 10, 'timeoutSeconds': 10, 'failureThreshold': 12}, 'livenessProbe': {'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 180, 'periodSeconds': 30, 'timeoutSeconds': 10, 'failureThreshold': 10}}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-16T15:27:49.852227Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-16T15:27:49.852658Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T15:27:49.852940Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'opt-125m-probes'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-16T15:27:49.879774Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-16T15:27:49.879914Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:27:49.976806Z [info ] Elapsed time: 7.987022399902344e-05 [0:00:00.000080] [timeout_sampler] 2026-07-16T15:27:49.976959Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-16T15:27:49.977082Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T15:27:49.977200Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-16T15:27:50.043959Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-16T15:27:50.044084Z [info ] Executing class fixture: vllm_probes_inference_service [conftest] 2026-07-16T15:27:50.058393Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T15:27:50.058938Z [info ] Create InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-16T15:27:50.059147Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'opt-125m-probes', 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'opt-125m-probes'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'vLLM'}, 'version': None, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'resources': {'requests': {'cpu': '8', 'memory': '10Gi'}, 'limits': {'cpu': '16', 'memory': '16Gi'}}, 'volumeMounts': [{'name': 'shared-memory', 'mountPath': '/dev/shm'}, {'name': 'tmp', 'mountPath': '/tmp'}, {'name': 'home', 'mountPath': '/home/vllm'}], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}]}, 'minReplicas': 1, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'name': 'shared-memory', 'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}}, {'name': 'tmp', 'emptyDir': {}}, {'name': 'home', 'emptyDir': {}}]}}} [ocp_resources InferenceService] 2026-07-16T15:27:50.139039Z [info ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-16T15:27:50.138378Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T15:27:51.164308Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T15:27:51.202098Z [info ] Elapsed time: 1.0259809494018555 [0:00:01.025981] [timeout_sampler] 2026-07-16T15:27:51.214848Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-16T15:27:51.215743Z [info ] Waiting for 1199.999998807907 seconds [0:19:59.999999], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-16T15:30:02.168383Z [info ] Elapsed time: 130.8777575492859 [0:02:10.877758] [timeout_sampler] 2026-07-16T15:30:02.181264Z [info ] Waiting for 1067.9576575756073 seconds [0:17:47.957658], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=opt-125m-probes', 'client': , 'namespace': 'opt-125m-probes'}) [timeout_sampler] 2026-07-16T15:30:02.193596Z [info ] Elapsed time: 0.00017452239990234375 [0:00:00.000175] [timeout_sampler] 2026-07-16T15:30:02.193087Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-16T15:30:02.231071Z [info ] Waiting for 1067.9077455997467 seconds [0:17:47.907746], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-16T15:30:02.242863Z [info ] Elapsed time: 6.866455078125e-05 [0:00:00.000069] [timeout_sampler] 2026-07-16T15:30:02.243021Z [info ] Wait for Deployment opt-125m-probes-predictor to be deployed: True [ocp_resources Deployment] 2026-07-16T15:30:02.243163Z [info ] Waiting for 1067.8959217071533 seconds [0:17:47.895922], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-16T15:30:02.256633Z [info ] Elapsed time: 3.0279159545898438e-05 [0:00:00.000030] [timeout_sampler] 2026-07-16T15:30:02.256828Z [info ] Waiting for 1067.8821079730988 seconds [0:17:47.882108], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-16T15:30:02.268750Z [info ] Elapsed time: 3.0040740966796875e-05 [0:00:00.000030] [timeout_sampler] 2026-07-16T15:30:02.268949Z [info ] Wait for InferenceService/opt-125m-probes's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T15:30:02.269131Z [info ] Wait until InferenceService opt-125m-probes is created [ocp_resources InferenceService] 2026-07-16T15:30:02.269311Z [info ] Waiting for 1067.870013475418 seconds [0:17:47.870013], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T15:30:02.282473Z [info ] Elapsed time: 2.8133392333984375e-05 [0:00:00.000028] [timeout_sampler] 2026-07-16T15:30:02.282683Z [info ] Waiting for 1067.8562989234924 seconds [0:17:47.856299], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T15:30:02.294442Z [info ] Elapsed time: 2.956390380859375e-05 [0:00:00.000030] [timeout_sampler] 2026-07-16T15:30:02.306864Z [info ] Waiting for 1067.8320701122284 seconds [0:17:47.832070], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T15:30:02.319679Z [info ] Elapsed time: 7.319450378417969e-05 [0:00:00.000073] [timeout_sampler] 2026-07-16T15:30:02.332583Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-16T15:30:02.352875Z [info ] Executing function fixture: vllm_probes_pod_resource [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-16T15:30:02.427101Z [info ] Execute ['curl', '-s', '-o', '/dev/null', '-w', '%{http_code}', '--max-time', '15', 'http://localhost:8080/health'] on opt-125m-probes-predictor-f57d4ff99-r4dzb (ods-qe-psi-07-b4mqp-worker-0-jd4pm) [ocp_resources Pod] PASSED _ 7 of 8 completed, 7 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/vllm/probes/test_vllm_probes.py::TestVllmProbeHealth::test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes]  TEST: TestVllmProbeHealth.test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] STATUS: PASSED ------------------------------------------------------- TEARDOWN -------------------------------------------------------  --------------------------- test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes] --------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T15:30:02.552533Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-16T15:30:02.564810Z [info ] Executing function fixture: vllm_probes_pod_resource [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestVllmProbeHealth.test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T15:30:02.728076Z [info ] Delete InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-16T15:30:02.759311Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T15:27:50Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}, 'f:labels': {'.': {}, 'f:networking.kserve.io/visibility': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:args': {}, 'f:env': {'.': {}, 'k:{"name":"OMP_NUM_THREADS"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_CPU_KVCACHE_SPACE"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_WORKER_MULTIPROC_METHOD"}': {'.': {}, 'f:name': {}, 'f:value': {}}}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}, 'f:volumeMounts': {'.': {}, 'k:{"mountPath":"/dev/shm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/home/vllm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/tmp"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}}}, 'f:serviceAccountName': {}, 'f:volumes': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:27:50Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T15:27:50Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-16T15:29:56Z'}], 'name': 'opt-125m-probes', 'namespace': 'opt-125m-probes', 'resourceVersion': '396127075', 'uid': 'b21940b3-9b4d-4360-93eb-80425a4b0511'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}], 'modelFormat': {'name': 'vLLM'}, 'name': '', 'protocolVersion': 'v2', 'resources': {'limits': {'cpu': '16', 'memory': '16Gi'}, 'requests': {'cpu': '8', 'memory': '10Gi'}}, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'volumeMounts': [{'mountPath': '/dev/shm', 'name': 'shared-memory'}, {'mountPath': '/tmp', 'name': 'tmp'}, {'mountPath': '/home/vllm', 'name': 'home'}]}, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}, 'name': 'shared-memory'}, {'emptyDir': {}, 'name': 'tmp'}, {'emptyDir': {}, 'name': 'home'}]}}, 'status': {'address': {'url': 'http://opt-125m-probes-predictor.opt-125m-probes.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://opt-125m-probes-predictor-opt-125m-probes.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-16T15:27:50Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T15:29:56Z', 'message': 'ReplicaSet "opt-125m-probes-predictor-f57d4ff99" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T15:29:56Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T15:27:50Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'vllm-runtime', 'url': 'https://opt-125m-probes-opt-125m-probes.apps.ods-qe-psi-07.osp.rh-ods.com'}} [ocp_resources InferenceService] 2026-07-16T15:30:02.781478Z [info ] Wait until InferenceService opt-125m-probes is deleted [ocp_resources InferenceService] 2026-07-16T15:30:02.781697Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:30:03.810052Z [info ] Elapsed time: 1.0138485431671143 [0:00:01.013849] [timeout_sampler] 2026-07-16T15:30:03.810264Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T15:30:03.841394Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes', 'uid': '9d1a6ee2-8306-45b1-8133-0d1aaafc5e6a', 'resourceVersion': '396125029', 'creationTimestamp': '2026-07-16T15:27:49Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-fv4km'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:27:49Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:imagePullSecrets': {}, 'f:metadata': {'f:annotations': {'f:openshift.io/internal-registry-pull-secret-ref': {}}}, 'f:secrets': {'k:{"name":"models-bucket-sa-dockercfg-fv4km"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:27:49Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-fv4km'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-fv4km'}]} [ocp_resources ServiceAccount] 2026-07-16T15:30:03.861483Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-16T15:30:03.861816Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:30:03.879546Z [info ] Elapsed time: 8.177757263183594e-05 [0:00:00.000082] [timeout_sampler] 2026-07-16T15:30:03.879726Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T15:30:03.911960Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-probes', 'uid': 'dbfa93f9-0b02-4d0f-a81e-ff290f830663', 'resourceVersion': '396125020', 'creationTimestamp': '2026-07-16T15:27:49Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:27:49Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:AWS_ACCESS_KEY_ID': {}, 'f:AWS_SECRET_ACCESS_KEY': {}}, 'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/s3-endpoint': {}, 'f:serving.kserve.io/s3-region': {}, 'f:serving.kserve.io/s3-useanoncredential': {}, 'f:serving.kserve.io/s3-usehttps': {}, 'f:serving.kserve.io/s3-verifyssl': {}}}, 'f:type': {}}}]}, 'data': '*******', 'type': 'Opaque'} [ocp_resources Secret] 2026-07-16T15:30:03.928664Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-16T15:30:03.928884Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:30:03.941283Z [info ] Elapsed time: 3.7670135498046875e-05 [0:00:00.000038] [timeout_sampler] 2026-07-16T15:30:03.941459Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-16T15:30:03.967956Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'creationTimestamp': '2026-07-16T15:27:49Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}}, 'f:labels': {'.': {}, 'f:opendatahub.io/dashboard': {}}}, 'f:spec': {'.': {}, 'f:annotations': {'.': {}, 'f:opendatahub.io/kserve-runtime': {}, 'f:prometheus.io/path': {}, 'f:prometheus.io/port': {}}, 'f:containers': {}, 'f:multiModel': {}, 'f:supportedModelFormats': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T15:27:49Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-probes', 'resourceVersion': '396125019', 'uid': 'ae153832-3b0b-478b-a603-5f7949ab8acf'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'vllm', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8080'}, 'containers': [{'args': ['--port=8080', '--model=/mnt/models', '--served-model-name={{.Name}}'], 'command': ['python', '-m', 'vllm.entrypoints.openai.api_server'], 'env': [{'name': 'HF_HOME', 'value': '/tmp/hf_home'}], 'image': 'registry.redhat.io/rhaii-early-access/vllm-cpu-rhel9@sha256:f7d3636e1bafd71bdf1f4a8b6818d9e00b7c64516ed4e732e942514a60ecd680', 'livenessProbe': {'failureThreshold': 10, 'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 180, 'periodSeconds': 30, 'timeoutSeconds': 10}, 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'failureThreshold': 12, 'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 120, 'periodSeconds': 10, 'timeoutSeconds': 10}}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-16T15:30:03.983600Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T15:30:03.983911Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:30:03.996572Z [info ] Elapsed time: 3.4332275390625e-05 [0:00:00.000034] [timeout_sampler] 2026-07-16T15:30:04.043582Z [info ] Delete Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-16T15:30:04.071996Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-probes', 'uid': 'a50dd6d2-580e-4a43-9681-f7cb362e6075', 'resourceVersion': '396125002', 'creationTimestamp': '2026-07-16T15:27:49Z', 'labels': {'kubernetes.io/metadata.name': 'opt-125m-probes', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c35,c25', 'openshift.io/sa.scc.supplemental-groups': '1001240000/10000', 'openshift.io/sa.scc.uid-range': '1001240000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T15:27:49Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:27:49Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T15:27:49Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-16T15:30:04.088445Z [info ] Wait until Namespace opt-125m-probes is deleted [ocp_resources Namespace] 2026-07-16T15:30:04.088585Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T15:30:12.245365Z [info ] Elapsed time: 8.14105772972107 [0:00:08.141058] [timeout_sampler] _ 8 of 8 completed, 8 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ ========== 8 passed, 48 deselected, 586 warnings in 544.93s (0:09:04) ========== =============================== warnings summary =============================== tests/model_serving/model_runtime/mlserver/model_car/test_mlserver_model_car.py: 5 warnings tests/model_serving/model_runtime/openvino/test_ovms_model_deployment.py: 91 warnings tests/model_serving/model_runtime/openvino/test_ovms_smoke.py: 64 warnings tests/model_serving/model_runtime/triton/S3/test_triton_grpc.py: 86 warnings tests/model_serving/model_runtime/triton/S3/test_triton_rest.py: 86 warnings tests/model_serving/model_runtime/vllm/cpu/cpu_x86/test_vllm_cpu_s3_inference.py: 121 warnings tests/model_serving/model_runtime/vllm/probes/test_vllm_probes.py: 133 warnings /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( -- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html - generated xml file: /workspace/tests-shared/tests-payload/results/model_runtime-smoke.xml - ========== 8 passed, 48 deselected, 586 warnings in 544.94s (0:09:04) ==========