--- BVT pytest attempt 2026-07-06T13:28:45.433648+00:00 (/.local/bin/uv --directory /home/odh/opendatahub-tests...) --- 2026-07-06T13:28:47.370967Z [info ] Writing tests log to /home/odh/opendatahub-tests/results/pytest-tests.log [conftest] 2026-07-06T13:28:47.371427Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-06T13:28:47.493131Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-06T13:28:47.561275Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] ============================= test session starts ============================== platform linux -- Python 3.14.5, pytest-9.0.3, pluggy-1.6.0 -- /home/odh/opendatahub-tests/.venv/bin/python3 cachedir: .pytest_cache metadata: {'Python': '3.14.5', 'Platform': 'Linux-5.14.0-570.120.1.el9_6.x86_64-x86_64-with-glibc2.42', 'Packages': {'pytest': '9.0.3', 'pluggy': '1.6.0'}, 'Plugins': {'anyio': '4.13.0', 'langsmith': '0.8.5', 'asyncio': '1.3.0', 'dependency': '0.6.1', 'html': '4.2.0', 'metadata': '3.1.1', 'order': '1.4.0', 'progress': '1.4.0', 'testconfig': '0.2.0', 'xdist': '3.8.0', 'syrupy': '5.2.0'}} rootdir: /home/odh/opendatahub-tests configfile: pytest.ini plugins: anyio-4.13.0, langsmith-0.8.5, asyncio-1.3.0, dependency-0.6.1, html-4.2.0, metadata-3.1.1, order-1.4.0, progress-1.4.0, testconfig-0.2.0, xdist-3.8.0, syrupy-5.2.0 asyncio: mode=Mode.STRICT, debug=False, asyncio_default_fixture_loop_scope=None, asyncio_default_test_loop_scope=function collecting ... collected 57 items / 48 deselected / 9 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 -------------------------------------------------------- 2026-07-06T13:28:47.797539Z [info ] Executing session fixture: event_loop_policy [conftest] 2026-07-06T13:28:47.799590Z [info ] Executing session fixture: _syrupy_apply_ide_patches [conftest] 2026-07-06T13:28:47.800779Z [info ] Executing session fixture: admin_client [conftest] 2026-07-06T13:28:47.800959Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-06T13:28:47.801097Z [info ] Executing session fixture: dsc_resource [conftest] 2026-07-06T13:28:47.801246Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-06T13:28:47.884155Z [info ] Executing session fixture: tmp_path_factory [conftest] 2026-07-06T13:28:47.884392Z [info ] Executing session fixture: tests_tmp_dir [conftest] 2026-07-06T13:28:47.885271Z [info ] Executing session fixture: os_path_environment [conftest] 2026-07-06T13:28:47.885397Z [info ] Executing session fixture: tmpdir_factory [conftest] 2026-07-06T13:28:47.885514Z [info ] Executing session fixture: bin_directory [conftest] 2026-07-06T13:28:47.886379Z [info ] Executing session fixture: oc_binary_path [conftest] 2026-07-06T13:28:47.904782Z [info ] kind: ConsoleCLIDownload api version: console.openshift.io/v1 [ocp_resources.resource] 2026-07-06T13:28:47.942416Z [info ] All oc console cli download links: ['https://downloads-openshift-console.apps.rosa.nmanos-konflux1.durx.p3.openshiftapps.com/amd64/linux/oc.tar'] [utilities.infra] name=utilities.infra 2026-07-06T13:28:47.942497Z [info ] Downloading archive using: url=https://downloads-openshift-console.apps.rosa.nmanos-konflux1.durx.p3.openshiftapps.com/amd64/linux/oc.tar [utilities.infra] name=utilities.infra 2026-07-06T13:28:48.795603Z [info ] Extract the downloaded archive. [utilities.infra] name=utilities.infra 2026-07-06T13:28:48.881234Z [info ] Downloaded file: ['oc']  [utilities.infra] name=utilities.infra 2026-07-06T13:28:48.900195Z [info ] Executing session fixture: bin_directory_to_os_path [conftest] 2026-07-06T13:28:48.899026Z [info ] OC binary path: /tmp/pytest-WqD5rSPPasKSpBwAYsmyFP/bin0/oc [tests.conftest] name=tests.conftest 2026-07-06T13:28:48.899083Z [info ] Adding /tmp/pytest-WqD5rSPPasKSpBwAYsmyFP/bin0 to $PATH [tests.conftest] name=tests.conftest 2026-07-06T13:28:48.900605Z [info ] Executing session fixture: nodes [conftest] 2026-07-06T13:28:50.265352Z [info ] Executing session fixture: dsci_resource [conftest] 2026-07-06T13:28:50.265521Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] 2026-07-06T13:28:50.285046Z [info ] Executing session fixture: record_testsuite_property [conftest] 2026-07-06T13:28:50.285193Z [info ] Executing session fixture: junitxml_plugin [conftest] 2026-07-06T13:28:50.285336Z [info ] Executing session fixture: cluster_sanity_scope_session [conftest] 2026-07-06T13:28:50.284470Z [info ] Check cluster sanity.  [utilities.infra] name=utilities.infra 2026-07-06T13:28:50.285628Z [info ] Verify all nodes are in a healthy condition. [ocp_utilities.infra] 2026-07-06T13:28:50.347172Z [info ] Verify all nodes are schedulable. [ocp_utilities.infra] 2026-07-06T13:28:50.404897Z [warning ] Skipping RHOAI resource checks, got --cluster-sanity-skip-rhoai-check [utilities.infra] name=utilities.infra 2026-07-06T13:28:50.407179Z [info ] Executing session fixture: autouse_fixtures [conftest] 2026-07-06T13:28:50.407333Z [info ] Executing session fixture: pytestconfig [conftest] 2026-07-06T13:28:50.407486Z [info ] Executing session fixture: teardown_resources [conftest] 2026-07-06T13:28:50.407615Z [info ] Executing session fixture: mlserver_runtime_image [conftest] 2026-07-06T13:28:50.407737Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-06T13:28:50.407872Z [info ] Create Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-06T13:28:50.408067Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'sklearn-modelcar'}, 'spec': {}} [ocp_resources Namespace] 2026-07-06T13:28:50.467414Z [info ] Wait for Namespace sklearn-modelcar status to be Active [ocp_resources Namespace] 2026-07-06T13:28:50.467568Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-06T13:28:50.493422Z [info ] Status of Namespace sklearn-modelcar is Active [ocp_resources Namespace] 2026-07-06T13:28:50.493600Z [info ] Elapsed time: 0.00010347366333007812 [0:00:00.000103] [timeout_sampler] 2026-07-06T13:28:50.493741Z [info ] Executing class fixture: mlserver_serving_runtime [conftest] 2026-07-06T13:28:50.493975Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-06T13:28:50.642432Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-06T13:28:50.642619Z [info ] Create ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-06T13:28:50.642810Z [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:ec5a786c5a01e83e3ccbadc2a6ccb8c38485baf6296bb6285baaef06c71aaba1', '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] 2026-07-06T13:28:50.698321Z [info ] Executing class fixture: mlserver_model_car_inference_service [conftest] 2026-07-06T13:28:50.698498Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-06T13:28:50.698633Z [info ] Create InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-06T13:28:50.698796Z [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] 2026-07-06T13:28:50.816020Z [info ] Wait for InferenceService/sklearn-modelcar's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-06T13:28:50.816190Z [info ] Wait until InferenceService sklearn-modelcar is created [ocp_resources InferenceService] 2026-07-06T13:28:50.816336Z [info ] Waiting for 899.9999871253967 seconds [0:14:59.999987], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:28:50.836022Z [info ] Elapsed time: 0.00010657310485839844 [0:00:00.000107] [timeout_sampler] 2026-07-06T13:28:50.836192Z [info ] Waiting for 899.9797716140747 seconds [0:14:59.979772], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-06T13:29:04.129015Z [info ] Elapsed time: 13.272778511047363 [0:00:13.272779] [timeout_sampler] 2026-07-06T13:29:04.147720Z [info ] Waiting for 886.6679184436798 seconds [0:14:46.667918], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-06T13:29:04.167145Z [info ] Elapsed time: 5.698204040527344e-05 [0:00:00.000057] [timeout_sampler] 2026-07-06T13:29:04.186263Z [info ] Executing function fixture: snapshot [conftest] 2026-07-06T13:29:04.186979Z [info ] Executing function fixture: mlserver_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestMLServerModelCar.test_mlserver_model_car_inference[sklearn-modelcar-standard] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-06T13:29:04.511520Z [info ] Delete InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-06T13:29:04.554582Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'sklearn', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-06T13:28:50Z', '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': '2026-07-06T13:28:50Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-06T13:28:51Z'}, {'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': '2026-07-06T13:29:04Z'}], 'name': 'sklearn-modelcar', 'namespace': 'sklearn-modelcar', 'resourceVersion': '17337027', 'uid': '6a75f75a-e6bf-43f3-845a-8e921107b9b5'}, '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': '2026-07-06T13:28:50Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-06T13:29:04Z', 'message': 'ReplicaSet "sklearn-modelcar-predictor-85d9fc9c5c" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-06T13:29:04Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-06T13:28:50Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'mlserver-runtime', 'url': 'http://sklearn-modelcar-predictor.sklearn-modelcar.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-06T13:29:04.580198Z [info ] Wait until InferenceService sklearn-modelcar is deleted [ocp_resources InferenceService] 2026-07-06T13:29:04.580355Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:05.621162Z [info ] Elapsed time: 1.0198805332183838 [0:00:01.019881] [timeout_sampler] 2026-07-06T13:29:05.621418Z [info ] Delete ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-06T13:29:05.662792Z [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': '2026-07-06T13:28:50Z', '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: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': '2026-07-06T13:28:50Z'}], 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar', 'resourceVersion': '17336714', 'uid': 'e2672d6c-4582-4d0f-af38-759a925d61b9'}, '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:ec5a786c5a01e83e3ccbadc2a6ccb8c38485baf6296bb6285baaef06c71aaba1', '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] 2026-07-06T13:29:05.684971Z [info ] Wait until ServingRuntime mlserver-runtime is deleted [ocp_resources ServingRuntime] 2026-07-06T13:29:05.685138Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:05.704820Z [info ] Elapsed time: 4.982948303222656e-05 [0:00:00.000050] [timeout_sampler] 2026-07-06T13:29:05.779834Z [info ] Delete Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-06T13:29:05.819768Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'sklearn-modelcar', 'uid': '20f21013-570d-4bc3-a7bc-667562c18c81', 'resourceVersion': '17336688', 'creationTimestamp': '2026-07-06T13:28:50Z', '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:c31,c30', 'openshift.io/sa.scc.supplemental-groups': '1000990000/10000', 'openshift.io/sa.scc.uid-range': '1000990000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:28:50Z', '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': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:28:50Z', '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': '2026-07-06T13:28:50Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-06T13:29:05.848180Z [info ] Wait until Namespace sklearn-modelcar is deleted [ocp_resources Namespace] 2026-07-06T13:29:05.848359Z [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 9 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] 2026-07-06T13:29:15.045276Z [info ] Elapsed time: 9.176415920257568 [0:00:09.176416] [timeout_sampler]  ----------------------------- test_openvino_model_inference[onnx-standard-rest-deployment] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-06T13:29:15.047207Z [info ] Executing session fixture: aws_access_key_id [conftest] 2026-07-06T13:29:15.047327Z [info ] Executing session fixture: aws_secret_access_key [conftest] 2026-07-06T13:29:15.047446Z [info ] Executing session fixture: ci_s3_bucket_endpoint [conftest] 2026-07-06T13:29:15.047560Z [info ] Executing session fixture: valid_aws_config [conftest] 2026-07-06T13:29:15.106629Z [info ] AWS credentials validated successfully via STS GetCallerIdentity [tests.conftest] name=tests.conftest 2026-07-06T13:29:15.108281Z [info ] Executing session fixture: models_s3_bucket_name [conftest] 2026-07-06T13:29:15.108395Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-06T13:29:15.108503Z [info ] Executing session fixture: models_s3_bucket_region [conftest] 2026-07-06T13:29:15.108611Z [info ] Executing session fixture: models_s3_bucket_endpoint [conftest] 2026-07-06T13:29:15.108714Z [info ] Executing session fixture: gpu_count_on_cluster [conftest] 2026-07-06T13:29:15.180751Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-06T13:29:15.180985Z [info ] Create Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-06T13:29:15.181148Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'onnx-standard-rest'}, 'spec': {}} [ocp_resources Namespace] 2026-07-06T13:29:15.244113Z [info ] Wait for Namespace onnx-standard-rest status to be Active [ocp_resources Namespace] 2026-07-06T13:29:15.244265Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:15.265822Z [info ] Status of Namespace onnx-standard-rest is Active [ocp_resources Namespace] 2026-07-06T13:29:15.266089Z [info ] Elapsed time: 8.606910705566406e-05 [0:00:00.000086] [timeout_sampler] 2026-07-06T13:29:15.266232Z [info ] Executing class fixture: openvino_serving_runtime [conftest] 2026-07-06T13:29:15.266360Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-06T13:29:15.332873Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-06T13:29:15.333083Z [info ] Create ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-06T13:29:15.333312Z [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@sha256:8456a5e15035b06449619cd95ce0c73c3b24389723ed46524c06b6d87c988697', '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] 2026-07-06T13:29:15.395309Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-06T13:29:15.395476Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-06T13:29:15.395593Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', '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] 2026-07-06T13:29:15.453248Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-06T13:29:15.453401Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:15.473530Z [info ] Elapsed time: 4.482269287109375e-05 [0:00:00.000045] [timeout_sampler] 2026-07-06T13:29:15.473675Z [info ] Executing class fixture: openvino_model_service_account [conftest] 2026-07-06T13:29:15.473813Z [info ] Create ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-06T13:29:15.474101Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-06T13:29:15.515024Z [info ] Executing class fixture: openvino_inference_service [conftest] 2026-07-06T13:29:15.536685Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-06T13:29:15.536825Z [info ] Create InferenceService onnx  [ocp_resources InferenceService] 2026-07-06T13:29:15.537101Z [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://ods-ci-wisdom/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] 2026-07-06T13:29:15.628149Z [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] 2026-07-06T13:29:15.627655Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:29:16.666456Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:29:16.723727Z [info ] Elapsed time: 1.038794755935669 [0:00:01.038795] [timeout_sampler] 2026-07-06T13:29:16.742632Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-06T13:29:16.743353Z [info ] Waiting for 899.9999976158142 seconds [0:14:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'openvino-runtime'}) [timeout_sampler] 2026-07-06T13:29:26.944164Z [info ] Elapsed time: 10.105466365814209 [0:00:10.105466] [timeout_sampler] 2026-07-06T13:29:26.964155Z [info ] Waiting for 888.6640403270721 seconds [0:14:48.664040], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=onnx', 'client': , 'namespace': 'onnx-standard-rest'}) [timeout_sampler] 2026-07-06T13:29:26.964382Z [info ] kind: Deployment api version: apps/v1 [ocp_resources.resource] 2026-07-06T13:29:26.984631Z [info ] Elapsed time: 6.556510925292969e-05 [0:00:00.000066] [timeout_sampler] 2026-07-06T13:29:26.984269Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-06T13:29:27.045050Z [info ] Waiting for 888.5830750465393 seconds [0:14:48.583075], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-06T13:29:27.064259Z [info ] Elapsed time: 8.082389831542969e-05 [0:00:00.000081] [timeout_sampler] 2026-07-06T13:29:27.064423Z [info ] Wait for Deployment onnx-predictor to be deployed: True [ocp_resources Deployment] 2026-07-06T13:29:27.064547Z [info ] Waiting for 888.5638039112091 seconds [0:14:48.563804], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:27.083340Z [info ] Elapsed time: 5.1021575927734375e-05 [0:00:00.000051] [timeout_sampler] 2026-07-06T13:29:27.083484Z [info ] Waiting for 888.5447092056274 seconds [0:14:48.544709], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-06T13:29:27.103331Z [info ] Elapsed time: 3.0040740966796875e-05 [0:00:00.000030] [timeout_sampler] 2026-07-06T13:29:27.103477Z [info ] Wait for InferenceService/onnx's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-06T13:29:27.103598Z [info ] Wait until InferenceService onnx is created [ocp_resources InferenceService] 2026-07-06T13:29:27.103714Z [info ] Waiting for 888.5249824523926 seconds [0:14:48.524982], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:27.123123Z [info ] Elapsed time: 3.814697265625e-05 [0:00:00.000038] [timeout_sampler] 2026-07-06T13:29:27.123343Z [info ] Waiting for 888.5050127506256 seconds [0:14:48.505013], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-06T13:29:27.143057Z [info ] Elapsed time: 3.170967102050781e-05 [0:00:00.000032] [timeout_sampler] 2026-07-06T13:29:27.162953Z [info ] Waiting for 888.4652144908905 seconds [0:14:48.465214], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-06T13:29:27.182120Z [info ] Elapsed time: 0.00011467933654785156 [0:00:00.000115] [timeout_sampler] 2026-07-06T13:29:27.205060Z [info ] Executing class fixture: protocol [conftest] 2026-07-06T13:29:27.205231Z [info ] Executing function fixture: openvino_pod_resource [conftest] 2026-07-06T13:29:27.245285Z [info ] Executing function fixture: snapshot [conftest] 2026-07-06T13:29:27.246090Z [info ] Executing function fixture: openvino_response_snapshot [conftest] 2026-07-06T13:29:27.247070Z [info ] Executing function fixture: model_format [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOpenVINOModels.test_openvino_model_inference[onnx-standard-rest-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-06T13:29:27.534429Z [info ] Delete InferenceService onnx  [ocp_resources InferenceService] 2026-07-06T13:29:27.577020Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'openvino_ir', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-06T13:29:15Z', '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': '2026-07-06T13:29:15Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-06T13:29:16Z'}, {'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': '2026-07-06T13:29:26Z'}], 'name': 'onnx', 'namespace': 'onnx-standard-rest', 'resourceVersion': '17337627', 'uid': 'cf075fde-468e-432a-b074-d5339f9b0414'}, '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://ods-ci-wisdom/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': '2026-07-06T13:29:15Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-06T13:29:26Z', 'message': 'ReplicaSet "onnx-predictor-8557d44fc8" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-06T13:29:26Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-06T13:29:15Z', '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] 2026-07-06T13:29:27.601448Z [info ] Wait until InferenceService onnx is deleted [ocp_resources InferenceService] 2026-07-06T13:29:27.601606Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:28.641706Z [info ] Elapsed time: 1.019592046737671 [0:00:01.019592] [timeout_sampler] 2026-07-06T13:29:28.641902Z [info ] Delete ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-06T13:29:28.681946Z [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': '2026-07-06T13:29:15Z', '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': '2026-07-06T13:29:15Z'}], 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest', 'resourceVersion': '17337342', 'uid': 'f9058a47-2b17-498a-b390-a4f73d0a4336'}, '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@sha256:8456a5e15035b06449619cd95ce0c73c3b24389723ed46524c06b6d87c988697', '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] 2026-07-06T13:29:28.704378Z [info ] Wait until ServingRuntime openvino-runtime is deleted [ocp_resources ServingRuntime] 2026-07-06T13:29:28.704535Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:28.724668Z [info ] Elapsed time: 7.724761962890625e-05 [0:00:00.000077] [timeout_sampler] 2026-07-06T13:29:28.724832Z [info ] Delete ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-06T13:29:28.764109Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest', 'uid': 'a6b4493f-fe97-45ca-9ba8-9298f210bd1e', 'resourceVersion': '17337360', 'creationTimestamp': '2026-07-06T13:29:15Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'openvino-models-bucket-sa-dockercfg-q9pkp'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:29:15Z', '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-q9pkp"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-06T13:29:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'openvino-models-bucket-sa-dockercfg-q9pkp'}], 'imagePullSecrets': [{'name': 'openvino-models-bucket-sa-dockercfg-q9pkp'}]} [ocp_resources ServiceAccount] 2026-07-06T13:29:28.788254Z [info ] Wait until ServiceAccount openvino-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-06T13:29:28.788985Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:28.809400Z [info ] Elapsed time: 5.8650970458984375e-05 [0:00:00.000059] [timeout_sampler] 2026-07-06T13:29:28.809566Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-06T13:29:28.853551Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'onnx-standard-rest', 'uid': 'd6c2ec15-04ca-4c1b-986b-66fa15982f1d', 'resourceVersion': '17337350', 'creationTimestamp': '2026-07-06T13:29:15Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', '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': '2026-07-06T13:29:15Z', '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] 2026-07-06T13:29:28.883676Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-06T13:29:28.883824Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:28.904693Z [info ] Elapsed time: 8.678436279296875e-05 [0:00:00.000087] [timeout_sampler] 2026-07-06T13:29:28.981130Z [info ] Delete Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-06T13:29:29.021769Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'onnx-standard-rest', 'uid': '33743035-af79-40ff-aa16-355b627c6575', 'resourceVersion': '17337333', 'creationTimestamp': '2026-07-06T13:29:15Z', '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:c32,c4', 'openshift.io/sa.scc.supplemental-groups': '1001000000/10000', 'openshift.io/sa.scc.uid-range': '1001000000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:29:15Z', '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': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:29:15Z', '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': '2026-07-06T13:29:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-06T13:29:29.055473Z [info ] Wait until Namespace onnx-standard-rest is deleted [ocp_resources Namespace] 2026-07-06T13:29:29.055641Z [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 9 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] 2026-07-06T13:29:37.232702Z [info ] Elapsed time: 8.154546737670898 [0:00:08.154547] [timeout_sampler]  ------------------------------------ test_ovms_smoke_runs_in_openshift[ovms-smoke] ------------------------------------ -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-06T13:29:37.233410Z [info ] Executing session fixture: ovms_runtime_image [conftest] 2026-07-06T13:29:37.233527Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-06T13:29:37.279656Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-06T13:29:37.280107Z [info ] Create Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-06T13:29:37.280307Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'ovms-smoke'}, 'spec': {}} [ocp_resources Namespace] 2026-07-06T13:29:37.333584Z [info ] Wait for Namespace ovms-smoke status to be Active [ocp_resources Namespace] 2026-07-06T13:29:37.333916Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:37.364207Z [info ] Status of Namespace ovms-smoke is Active [ocp_resources Namespace] 2026-07-06T13:29:37.364366Z [info ] Elapsed time: 8.034706115722656e-05 [0:00:00.000080] [timeout_sampler] 2026-07-06T13:29:37.364491Z [info ] Executing class fixture: ovms_smoke_scripts_configmap [conftest] 2026-07-06T13:29:37.366559Z [info ] Create ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-06T13:29:37.366705Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ConfigMap', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke'}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-06T13:29:37.429251Z [info ] Executing class fixture: ovms_smoke_pod [conftest] 2026-07-06T13:29:37.429428Z [info ] Create Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-06T13:29:37.429573Z [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@sha256:8456a5e15035b06449619cd95ce0c73c3b24389723ed46524c06b6d87c988697', '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] 2026-07-06T13:29:37.527720Z [info ] Waiting for OVMS smoke Pod to complete [tests.model_serving.model_runtime.openvino.conftest] name=tests.model_serving.model_runtime.openvino.conftest 2026-07-06T13:29:37.535045Z [info ] Wait for Pod ovms-smoke-pod status to be Succeeded [ocp_resources Pod] 2026-07-06T13:29:37.535200Z [info ] Waiting for 300 seconds [0:05:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-06T13:29:37.552186Z [info ] Status of Pod ovms-smoke-pod is Pending [ocp_resources Pod] 2026-07-06T13:29:39.592278Z [info ] Status of Pod ovms-smoke-pod is Running [ocp_resources Pod] 2026-07-06T13:30:07.156307Z [info ] Status of Pod ovms-smoke-pod is Succeeded [ocp_resources Pod] 2026-07-06T13:30:07.156513Z [info ] Elapsed time: 29.60206961631775 [0:00:29.602070] [timeout_sampler] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOVMSSmokeInOpenShift.test_ovms_smoke_runs_in_openshift[ovms-smoke] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-06T13:30:07.176190Z [info ] Delete Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-06T13:30:07.224789Z [info ] Deleting {'kind': 'Pod', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke', 'uid': 'a693effc-1b72-4e5c-81ef-49b43a15c72b', 'resourceVersion': '17338505', 'generation': 1, 'creationTimestamp': '2026-07-06T13:29:37Z', 'labels': {'kyverno-add-imagepullsecret': 'was-here', 'kyverno-replace-image-registry': 'was-here'}, 'annotations': {'k8s.ovn.org/pod-networks': '{"default":{"ip_addresses":["10.130.1.66/23"],"mac_address":"0a:58:0a:82:01:42","gateway_ips":["10.130.0.1"],"routes":[{"dest":"10.128.0.0/14","nextHop":"10.130.0.1"},{"dest":"172.30.0.0/16","nextHop":"10.130.0.1"},{"dest":"169.254.0.5/32","nextHop":"10.130.0.1"},{"dest":"100.64.0.0/16","nextHop":"10.130.0.1"}],"ip_address":"10.130.1.66/23","gateway_ip":"10.130.0.1","role":"primary"}}', 'k8s.v1.cni.cncf.io/network-status': '[{\n "name": "ovn-kubernetes",\n "interface": "eth0",\n "ips": [\n "10.130.1.66"\n ],\n "mac": "0a:58:0a:82:01:42",\n "default": true,\n "dns": {}\n}]', 'openshift.io/scc': 'openshift-ai-llminferenceservice-multi-node-scc', 'seccomp.security.alpha.kubernetes.io/pod': 'runtime/default', 'security.openshift.io/validated-scc-subject-type': 'user'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-06T13:29:37Z', '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': 'ip-10-0-1-23', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-06T13:29:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.ovn.org/pod-networks': {}}}}, 'subresource': 'status'}, {'manager': 'multus-daemon', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-06T13:29:38Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.v1.cni.cncf.io/network-status': {}}}}, 'subresource': 'status'}, {'manager': 'kubelet', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-06T13:30:06Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'f:conditions': {'k:{"type":"ContainersReady"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:observedGeneration': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"Initialized"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:observedGeneration': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"PodReadyToStartContainers"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:observedGeneration': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"PodScheduled"}': {'f:observedGeneration': {}}, 'k:{"type":"Ready"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:observedGeneration': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}}, 'f:containerStatuses': {}, 'f:hostIP': {}, 'f:hostIPs': {}, 'f:observedGeneration': {}, 'f:phase': {}, 'f:podIP': {}, 'f:podIPs': {'.': {}, 'k:{"ip":"10.130.1.66"}': {'.': {}, 'f:ip': {}}}, 'f:startTime': {}}}, 'subresource': 'status'}]}, 'spec': {'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts', 'defaultMode': 420}}, {'name': 'kube-api-access-5nzwn', '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': 'quay.io/rhoai/odh-openvino-model-server-rhel9@sha256:8456a5e15035b06449619cd95ce0c73c3b24389723ed46524c06b6d87c988697', '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-5nzwn', 'readOnly': True, 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount'}], 'terminationMessagePath': '/dev/termination-log', 'terminationMessagePolicy': 'File', 'imagePullPolicy': 'IfNotPresent', 'securityContext': {'capabilities': {'drop': ['ALL']}, 'runAsUser': 1001010000, 'runAsNonRoot': True, 'allowPrivilegeEscalation': False, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'terminationGracePeriodSeconds': 30, 'dnsPolicy': 'ClusterFirst', 'serviceAccountName': 'default', 'serviceAccount': 'default', 'nodeName': 'ip-10-0-1-23.us-east-2.compute.internal', 'securityContext': {'seLinuxOptions': {'level': 's0:c32,c9'}, 'seccompProfile': {'type': 'RuntimeDefault'}}, 'imagePullSecrets': [{'name': 'default-dockercfg-l2brx'}, {'name': 'pull-secret-quay'}], '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': {'observedGeneration': 1, 'phase': 'Succeeded', 'conditions': [{'type': 'PodReadyToStartContainers', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-06T13:30:06Z'}, {'type': 'Initialized', 'observedGeneration': 1, 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-06T13:29:37Z', 'reason': 'PodCompleted'}, {'type': 'Ready', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-06T13:30:05Z', 'reason': 'PodCompleted'}, {'type': 'ContainersReady', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-06T13:30:05Z', 'reason': 'PodCompleted'}, {'type': 'PodScheduled', 'observedGeneration': 1, 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-06T13:29:37Z'}], 'hostIP': '10.0.1.23', 'hostIPs': [{'ip': '10.0.1.23'}], 'podIP': '10.130.1.66', 'podIPs': [{'ip': '10.130.1.66'}], 'startTime': '2026-07-06T13:29:37Z', 'containerStatuses': [{'name': 'ovms-smoke', 'state': {'terminated': {'exitCode': 0, 'reason': 'Completed', 'startedAt': '2026-07-06T13:29:38Z', 'finishedAt': '2026-07-06T13:30:04Z', 'containerID': 'cri-o://67b8354462816217ecc0a65d5625b9a29fe7d95758247b71a8728554723da2f2'}}, 'lastState': {}, 'ready': False, 'restartCount': 0, 'image': 'quay.io/rhoai/odh-openvino-model-server-rhel9@sha256:8456a5e15035b06449619cd95ce0c73c3b24389723ed46524c06b6d87c988697', 'imageID': 'quay.io/rhoai/odh-openvino-model-server-rhel9@sha256:8456a5e15035b06449619cd95ce0c73c3b24389723ed46524c06b6d87c988697', 'containerID': 'cri-o://67b8354462816217ecc0a65d5625b9a29fe7d95758247b71a8728554723da2f2', 'started': False, 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}, {'name': 'kube-api-access-5nzwn', 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}], 'user': {'linux': {'uid': 1001010000, 'gid': 0, 'supplementalGroups': [0]}}}], 'qosClass': 'BestEffort'}} [ocp_resources Pod] 2026-07-06T13:30:07.260300Z [info ] Wait until Pod ovms-smoke-pod is deleted [ocp_resources Pod] 2026-07-06T13:30:07.260553Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:30:07.280942Z [info ] Elapsed time: 4.696846008300781e-05 [0:00:00.000047] [timeout_sampler] 2026-07-06T13:30:07.281254Z [info ] Delete ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-06T13:30:07.322745Z [info ] Deleting {'kind': 'ConfigMap', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke', 'uid': 'eb9db268-0a1f-4215-8381-521297fcaa32', 'resourceVersion': '17337914', 'creationTimestamp': '2026-07-06T13:29:37Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-06T13:29:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:ovms_smoketest.py': {}, 'f:smoke.py': {}}}}]}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-06T13:30:07.347139Z [info ] Wait until ConfigMap ovms-smoke-scripts is deleted [ocp_resources ConfigMap] 2026-07-06T13:30:07.347311Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:30:07.367121Z [info ] Elapsed time: 4.029273986816406e-05 [0:00:00.000040] [timeout_sampler] 2026-07-06T13:30:07.386955Z [info ] Delete Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-06T13:30:07.430111Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke', 'uid': 'b99d78ae-d3f2-44d6-a803-b0a8ace20bb6', 'resourceVersion': '17337910', 'creationTimestamp': '2026-07-06T13:29:37Z', '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:c32,c9', 'openshift.io/sa.scc.supplemental-groups': '1001010000/10000', 'openshift.io/sa.scc.uid-range': '1001010000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:29:37Z', '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': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:29:37Z', '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': '2026-07-06T13:29:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-06T13:30:07.461894Z [info ] Wait until Namespace ovms-smoke is deleted [ocp_resources Namespace] 2026-07-06T13:30:07.462255Z [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 9 completed, 3 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/triton/basic_model_deployment/test_tensorflow_model.py::TestTensorflowModel::test_tensorflow_inference[tensorflow-standard-rest-deployment] 2026-07-06T13:30:15.645472Z [info ] Elapsed time: 8.161938905715942 [0:00:08.161939] [timeout_sampler]  ---------------------------- test_tensorflow_inference[tensorflow-standard-rest-deployment] ---------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-06T13:30:15.650634Z [info ] Executing session fixture: root_dir [conftest] 2026-07-06T13:30:15.650969Z [info ] Executing session fixture: triton_runtime_image [conftest] 2026-07-06T13:30:15.651217Z [info ] Executing session fixture: supported_accelerator_type [conftest] 2026-07-06T13:30:15.651996Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-06T13:30:15.652133Z [info ] Executing class fixture: triton_rest_serving_runtime_template [conftest] 2026-07-06T13:30:15.652251Z [info ] Create Template triton-rest-runtime-template [ocp_resources Template] 2026-07-06T13:30:15.652376Z [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] 2026-07-06T13:30:15.706070Z [info ] Executing class fixture: triton_grpc_serving_runtime_template [conftest] 2026-07-06T13:30:15.706304Z [info ] Create Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-06T13:30:15.706566Z [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] 2026-07-06T13:30:15.756245Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-06T13:30:15.756374Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-06T13:30:15.756485Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-06T13:30:15.818598Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-06T13:30:15.818946Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-06T13:30:15.848958Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-06T13:30:15.849246Z [info ] Elapsed time: 7.009506225585938e-05 [0:00:00.000070] [timeout_sampler] 2026-07-06T13:30:15.849356Z [info ] Executing class fixture: protocol [conftest] 2026-07-06T13:30:15.849460Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-06T13:30:15.925839Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 --- [DuplicateFilter: Last log `kind: Template api version: template.openshift.io/v1` repeated 3 times] [ocp_resources.resource] 2026-07-06T13:30:15.926308Z [info ] Create ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-06T13:30:15.926446Z [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] 2026-07-06T13:30:15.978477Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-06T13:30:15.978934Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-06T13:30:15.979220Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', '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] 2026-07-06T13:30:16.050812Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-06T13:30:16.051154Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:30:16.071113Z [info ] Elapsed time: 6.628036499023438e-05 [0:00:00.000066] [timeout_sampler] 2026-07-06T13:30:16.071318Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-06T13:30:16.071515Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-06T13:30:16.071629Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-06T13:30:16.111266Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-06T13:30:16.132447Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-06T13:30:16.132637Z [info ] Create InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-06T13:30:16.133328Z [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://ods-ci-wisdom/triton/model_repository/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'triton-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-06T13:30:16.211096Z [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] 2026-07-06T13:30:16.210456Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:30:17.249814Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:30:17.308626Z [info ] Elapsed time: 1.0394418239593506 [0:00:01.039442] [timeout_sampler] 2026-07-06T13:30:17.327806Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-06T13:30:17.328813Z [info ] Waiting for 599.9999935626984 seconds [0:09:59.999994], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler] 2026-07-06T13:30:37.599790Z [info ] Elapsed time: 20.17471933364868 [0:00:20.174719] [timeout_sampler] 2026-07-06T13:30:37.619395Z [info ] Waiting for 578.5916237831116 seconds [0:09:38.591624], 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] 2026-07-06T13:30:37.639621Z [info ] Elapsed time: 0.00013256072998046875 [0:00:00.000133] [timeout_sampler] 2026-07-06T13:30:37.639173Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-06T13:30:37.698120Z [info ] Waiting for 578.512775182724 seconds [0:09:38.512775], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-06T13:30:37.717239Z [info ] Elapsed time: 6.341934204101562e-05 [0:00:00.000063] [timeout_sampler] 2026-07-06T13:30:37.717408Z [info ] Wait for Deployment tensorflow-standard-rest-predictor to be deployed: True [ocp_resources Deployment] 2026-07-06T13:30:37.717552Z [info ] Waiting for 578.4936068058014 seconds [0:09:38.493607], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-06T13:30:37.736309Z [info ] Elapsed time: 4.124641418457031e-05 [0:00:00.000041] [timeout_sampler] 2026-07-06T13:30:37.736471Z [info ] Waiting for 578.4745192527771 seconds [0:09:38.474519], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-06T13:30:37.756109Z [info ] Elapsed time: 5.364418029785156e-05 [0:00:00.000054] [timeout_sampler] 2026-07-06T13:30:37.756267Z [info ] Wait for InferenceService/tensorflow-standard-rest's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-06T13:30:37.756407Z [info ] Wait until InferenceService tensorflow-standard-rest is created [ocp_resources InferenceService] 2026-07-06T13:30:37.756544Z [info ] Waiting for 578.454665184021 seconds [0:09:38.454665], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:30:37.775575Z [info ] Elapsed time: 3.1948089599609375e-05 [0:00:00.000032] [timeout_sampler] 2026-07-06T13:30:37.775727Z [info ] Waiting for 578.4352333545685 seconds [0:09:38.435233], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-06T13:30:37.796050Z [info ] Elapsed time: 3.147125244140625e-05 [0:00:00.000031] [timeout_sampler] 2026-07-06T13:30:37.816406Z [info ] Waiting for 578.3942968845367 seconds [0:09:38.394297], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-06T13:30:37.838110Z [info ] Elapsed time: 4.8160552978515625e-05 [0:00:00.000048] [timeout_sampler] 2026-07-06T13:30:37.857573Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-06T13:30:37.898066Z [info ] Executing function fixture: snapshot [conftest] 2026-07-06T13:30:37.899413Z [info ] Executing function fixture: triton_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED _ 4 of 9 completed, 4 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/triton/basic_model_deployment/test_tensorflow_model.py::TestTensorflowModel::test_tensorflow_inference[tensorflow-standard-grpc-deployment]  TEST: TestTensorflowModel.test_tensorflow_inference[tensorflow-standard-rest-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN -------------------------------------------------------  ---------------------------- test_tensorflow_inference[tensorflow-standard-grpc-deployment] ---------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-06T13:30:41.058901Z [info ] Delete InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-06T13:30:41.102743Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-06T13:30:16Z', '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': '2026-07-06T13:30:16Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-06T13:30:16Z'}, {'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': '2026-07-06T13:30:28Z'}], 'name': 'tensorflow-standard-rest', 'namespace': 'tensorflow-standard', 'resourceVersion': '17339038', 'uid': '2e167c51-fd45-49ce-8e57-2ec35e429eee'}, '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://ods-ci-wisdom/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': '2026-07-06T13:30:16Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-06T13:30:28Z', 'message': 'ReplicaSet "tensorflow-standard-rest-predictor-6f846cb87f" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-06T13:30:28Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-06T13:30:16Z', '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] 2026-07-06T13:30:41.127666Z [info ] Wait until InferenceService tensorflow-standard-rest is deleted [ocp_resources InferenceService] 2026-07-06T13:30:41.127828Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:30:42.168093Z [info ] Elapsed time: 1.0196857452392578 [0:00:01.019686] [timeout_sampler] 2026-07-06T13:30:42.168270Z [info ] Delete ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-06T13:30:42.209127Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-06T13:30:15Z', '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': '2026-07-06T13:30:15Z'}], 'name': 'triton-rest-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '17338732', 'uid': 'afdf0d2f-d54c-4041-b3ec-fea5583f31dc'}, '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] 2026-07-06T13:30:42.231815Z [info ] Wait until ServingRuntime triton-rest-runtime is deleted [ocp_resources ServingRuntime] 2026-07-06T13:30:42.232067Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:30:42.252391Z [info ] Elapsed time: 3.838539123535156e-05 [0:00:00.000038] [timeout_sampler] 2026-07-06T13:30:42.252611Z [info ] Executing class fixture: protocol [conftest] 2026-07-06T13:30:42.252743Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-06T13:30:42.252906Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-06T13:30:42.299670Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-06T13:30:42.299861Z [info ] Create ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-06T13:30:42.300067Z [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', '--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] 2026-07-06T13:30:42.347945Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-06T13:30:42.369786Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-06T13:30:42.369948Z [info ] Create InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-06T13:30:42.370095Z [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://ods-ci-wisdom/triton/model_repository/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'triton-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-06T13:30:42.447768Z [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] 2026-07-06T13:30:42.447195Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:30:43.488976Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:30:43.546965Z [info ] Elapsed time: 1.0418870449066162 [0:00:01.041887] [timeout_sampler] 2026-07-06T13:30:43.566445Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-06T13:30:43.567197Z [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-grpc-runtime'}) [timeout_sampler] 2026-07-06T13:30:53.768500Z [info ] Elapsed time: 10.105275869369507 [0:00:10.105276] [timeout_sampler] 2026-07-06T13:30:53.787616Z [info ] Waiting for 588.6599216461182 seconds [0:09:48.659922], 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] 2026-07-06T13:30:53.807419Z [info ] Elapsed time: 5.793571472167969e-05 [0:00:00.000058] [timeout_sampler] 2026-07-06T13:30:53.806867Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-06T13:30:53.864862Z [info ] Waiting for 588.5827350616455 seconds [0:09:48.582735], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-06T13:30:53.883658Z [info ] Elapsed time: 8.296966552734375e-05 [0:00:00.000083] [timeout_sampler] 2026-07-06T13:30:53.883914Z [info ] Wait for Deployment tensorflow-standard-grpc-predictor to be deployed: True [ocp_resources Deployment] 2026-07-06T13:30:53.884071Z [info ] Waiting for 588.5638751983643 seconds [0:09:48.563875], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-06T13:30:53.902793Z [info ] Elapsed time: 3.147125244140625e-05 [0:00:00.000031] [timeout_sampler] 2026-07-06T13:30:53.903046Z [info ] Waiting for 588.5447084903717 seconds [0:09:48.544708], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-06T13:30:53.921602Z [info ] Elapsed time: 3.314018249511719e-05 [0:00:00.000033] [timeout_sampler] 2026-07-06T13:30:53.921762Z [info ] Wait for InferenceService/tensorflow-standard-grpc's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-06T13:30:53.921994Z [info ] Wait until InferenceService tensorflow-standard-grpc is created [ocp_resources InferenceService] 2026-07-06T13:30:53.922135Z [info ] Waiting for 588.5258955955505 seconds [0:09:48.525896], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:30:53.941534Z [info ] Elapsed time: 2.9802322387695312e-05 [0:00:00.000030] [timeout_sampler] 2026-07-06T13:30:53.941675Z [info ] Waiting for 588.5059657096863 seconds [0:09:48.505966], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-06T13:30:53.961127Z [info ] Elapsed time: 5.745887756347656e-05 [0:00:00.000057] [timeout_sampler] 2026-07-06T13:30:53.980654Z [info ] Waiting for 588.4667112827301 seconds [0:09:48.466711], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-06T13:30:54.000069Z [info ] Elapsed time: 4.696846008300781e-05 [0:00:00.000047] [timeout_sampler] 2026-07-06T13:30:54.019517Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-06T13:30:54.059876Z [info ] Executing function fixture: snapshot [conftest] 2026-07-06T13:30:54.060037Z [info ] Executing function fixture: triton_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-06T13:30:54Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed [2026-07-06T13:30:55Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed [2026-07-06T13:30:57Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed [2026-07-06T13:30:59Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed FAILED TEST: TestTensorflowModel.test_tensorflow_inference[tensorflow-standard-grpc-deployment] STATUS: FAILED 2026-07-06T13:31:04.229947Z [error ] Traceback (most recent call last): File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/runner.py", line 353, in from_call result: TResult | None = func() ~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/runner.py", line 245, in lambda: runtest_hook(item=item, **kwds), ~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_hooks.py", line 512, in __call__ return self._hookexec(self.name, self._hookimpls.copy(), kwargs, firstresult) ~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_manager.py", line 120, in _hookexec return self._inner_hookexec(hook_name, methods, kwargs, firstresult) ~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 167, in _multicall raise exception File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/capture.py", line 900, in pytest_runtest_call return (yield) ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 53, in run_old_style_hookwrapper return result.get_result() ~~~~~~~~~~~~~~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_result.py", line 103, in get_result raise exc.with_traceback(tb) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 38, in run_old_style_hookwrapper res = yield ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/skipping.py", line 268, in pytest_runtest_call return (yield) ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 121, in _multicall res = hook_impl.function(*args) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/runner.py", line 179, in pytest_runtest_call item.runtest() ~~~~~~~~~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/python.py", line 1720, in runtest self.ihook.pytest_pyfunc_call(pyfuncitem=self) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_hooks.py", line 512, in __call__ return self._hookexec(self.name, self._hookimpls.copy(), kwargs, firstresult) ~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_manager.py", line 120, in _hookexec return self._inner_hookexec(hook_name, methods, kwargs, firstresult) ~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 167, in _multicall raise exception File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 53, in run_old_style_hookwrapper return result.get_result() ~~~~~~~~~~~~~~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_result.py", line 103, in get_result raise exc.with_traceback(tb) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 38, in run_old_style_hookwrapper res = yield ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 121, in _multicall res = hook_impl.function(*args) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/python.py", line 166, in pytest_pyfunc_call result = testfunction(**testargs) File "/home/odh/opendatahub-tests/tests/model_serving/model_runtime/triton/basic_model_deployment/test_tensorflow_model.py", line 97, in test_tensorflow_inference validate_inference_request( ~~~~~~~~~~~~~~~~~~~~~~~~~~^ pod_name=triton_pod_resource.name, ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ...<5 lines>... root_dir=root_dir, ^^^^^^^^^^^^^^^^^^ ) ^ File "/home/odh/opendatahub-tests/tests/model_serving/model_runtime/triton/basic_model_deployment/utils.py", line 149, in validate_inference_request assert isinstance(response, dict), f"Response is not a dict: {response}" ~~~~~~~~~~^^^^^^^^^^^^^^^^ AssertionError: Response is not a dict: gRPC request (stdin) failed: STDOUT: STDERR: Failed to dial target host "localhost:9000": context deadline exceeded [conftest] ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-06T13:31:04.230218Z [info ] Delete InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-06T13:31:04.274366Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-06T13:30:42Z', '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': '2026-07-06T13:30:42Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-06T13:30:42Z'}, {'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': '2026-07-06T13:30:52Z'}], 'name': 'tensorflow-standard-grpc', 'namespace': 'tensorflow-standard', 'resourceVersion': '17339551', 'uid': '875f9b13-3983-46e4-aa52-9c2fc59e1f8e'}, '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://ods-ci-wisdom/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': '2026-07-06T13:30:42Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-06T13:30:52Z', 'message': 'ReplicaSet "tensorflow-standard-grpc-predictor-5d5bd5d8df" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-06T13:30:52Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-06T13:30:42Z', '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] [2026-07-06T13:31:04Z ERROR portforward::portforward] failed to forward connection: failed to forward an error message "error forwarding port 9000 to pod 1509420bd3f5705196299c63abe893aa4d13631934b8f68aac9304cf5244875b, uid : port forward into network namespace \"/var/run/netns/536fba2f-b24c-4777-9521-b022549a6b8e\": failed to connect to localhost:9000 inside namespace 1509420bd3f5705196299c63abe893aa4d13631934b8f68aac9304cf5244875b: dial tcp [::1]:9000: connect: connection refused" 2026-07-06T13:31:04.302666Z [info ] Wait until InferenceService tensorflow-standard-grpc is deleted [ocp_resources InferenceService] 2026-07-06T13:31:04.302876Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:31:05.347597Z [info ] Elapsed time: 1.0230095386505127 [0:00:01.023010] [timeout_sampler] 2026-07-06T13:31:05.348059Z [info ] Delete ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-06T13:31:05.389551Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-06T13:30:42Z', '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': '2026-07-06T13:30:42Z'}], 'name': 'triton-grpc-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '17339309', 'uid': '7c5a69ec-1e38-430d-b3d4-b7b2e6dbe282'}, '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] 2026-07-06T13:31:05.413607Z [info ] Wait until ServingRuntime triton-grpc-runtime is deleted [ocp_resources ServingRuntime] 2026-07-06T13:31:05.413781Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:31:05.434179Z [info ] Elapsed time: 5.507469177246094e-05 [0:00:00.000055] [timeout_sampler] 2026-07-06T13:31:05.434409Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-06T13:31:05.474399Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '456baf0a-4d14-44c1-a0dc-cabdbc1907de', 'resourceVersion': '17338748', 'creationTimestamp': '2026-07-06T13:30:16Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-68vzr'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:30:16Z', '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-68vzr"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-06T13:30:16Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-68vzr'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-68vzr'}]} [ocp_resources ServiceAccount] 2026-07-06T13:31:05.501398Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-06T13:31:05.501584Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:31:05.522555Z [info ] Elapsed time: 5.459785461425781e-05 [0:00:00.000055] [timeout_sampler] 2026-07-06T13:31:05.522778Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-06T13:31:05.570070Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': 'f0ba602c-12e7-4efa-8cda-5876a877196b', 'resourceVersion': '17338739', 'creationTimestamp': '2026-07-06T13:30:15Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', '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': '2026-07-06T13:30:15Z', '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] 2026-07-06T13:31:05.602614Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-06T13:31:05.602860Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:31:05.623681Z [info ] Elapsed time: 3.838539123535156e-05 [0:00:00.000038] [timeout_sampler] 2026-07-06T13:31:05.700128Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-06T13:31:05.740447Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': 'e7e4bee8-254c-41fd-8da6-9eb54a690727', 'resourceVersion': '17338717', 'creationTimestamp': '2026-07-06T13:30:15Z', '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:c32,c14', 'openshift.io/sa.scc.supplemental-groups': '1001020000/10000', 'openshift.io/sa.scc.uid-range': '1001020000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:30:15Z', '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': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:30:15Z', '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': '2026-07-06T13:30:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-06T13:31:05.779492Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-06T13:31:05.779645Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:31:16.001800Z [info ] Elapsed time: 10.20231032371521 [0:00:10.202310] [timeout_sampler] 2026-07-06T13:31:16.002047Z [info ] Delete Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-06T13:31:16.051796Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'ee1c056a-5713-4cde-b9ec-83dc3d3046bc', 'resourceVersion': '17338694', 'creationTimestamp': '2026-07-06T13:30:15Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-06T13:30:15Z', '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] 2026-07-06T13:31:16.082497Z [info ] Wait until Template triton-grpc-runtime-template is deleted [ocp_resources Template] 2026-07-06T13:31:16.082660Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:31:16.106541Z [info ] Elapsed time: 4.172325134277344e-05 [0:00:00.000042] [timeout_sampler] 2026-07-06T13:31:16.106702Z [info ] Delete Template triton-rest-runtime-template [ocp_resources Template] 2026-07-06T13:31:16.153876Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'e8b68b70-6a75-4b7e-a1de-c80c73278bc9', 'resourceVersion': '17338692', 'creationTimestamp': '2026-07-06T13:30:15Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-06T13:30:15Z', '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] 2026-07-06T13:31:16.181781Z [info ] Wait until Template triton-rest-runtime-template is deleted [ocp_resources Template] 2026-07-06T13:31:16.181963Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ TestTensorflowModel.test_tensorflow_inference[tensorflow-standard-grpc-deployment] _ Traceback (most recent call last): File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/runner.py", line 353, in from_call result: TResult | None = func() ~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/runner.py", line 245, in lambda: runtest_hook(item=item, **kwds), ~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_hooks.py", line 512, in __call__ return self._hookexec(self.name, self._hookimpls.copy(), kwargs, firstresult) ~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_manager.py", line 120, in _hookexec return self._inner_hookexec(hook_name, methods, kwargs, firstresult) ~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 167, in _multicall raise exception File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/capture.py", line 900, in pytest_runtest_call return (yield) ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 53, in run_old_style_hookwrapper return result.get_result() ~~~~~~~~~~~~~~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_result.py", line 103, in get_result raise exc.with_traceback(tb) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 38, in run_old_style_hookwrapper res = yield ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/skipping.py", line 268, in pytest_runtest_call return (yield) ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 121, in _multicall res = hook_impl.function(*args) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/runner.py", line 179, in pytest_runtest_call item.runtest() ~~~~~~~~~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/python.py", line 1720, in runtest self.ihook.pytest_pyfunc_call(pyfuncitem=self) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_hooks.py", line 512, in __call__ return self._hookexec(self.name, self._hookimpls.copy(), kwargs, firstresult) ~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_manager.py", line 120, in _hookexec return self._inner_hookexec(hook_name, methods, kwargs, firstresult) ~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 167, in _multicall raise exception File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 53, in run_old_style_hookwrapper return result.get_result() ~~~~~~~~~~~~~~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_result.py", line 103, in get_result raise exc.with_traceback(tb) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 38, in run_old_style_hookwrapper res = yield ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 121, in _multicall res = hook_impl.function(*args) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/python.py", line 166, in pytest_pyfunc_call result = testfunction(**testargs) File "/home/odh/opendatahub-tests/tests/model_serving/model_runtime/triton/basic_model_deployment/test_tensorflow_model.py", line 97, in test_tensorflow_inference validate_inference_request( ~~~~~~~~~~~~~~~~~~~~~~~~~~^ pod_name=triton_pod_resource.name, ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ...<5 lines>... root_dir=root_dir, ^^^^^^^^^^^^^^^^^^ ) ^ File "/home/odh/opendatahub-tests/tests/model_serving/model_runtime/triton/basic_model_deployment/utils.py", line 149, in validate_inference_request assert isinstance(response, dict), f"Response is not a dict: {response}" ~~~~~~~~~~^^^^^^^^^^^^^^^^ AssertionError: Response is not a dict: gRPC request (stdin) failed: STDOUT: STDERR: Failed to dial target host "localhost:9000": context deadline exceeded _ 5 of 9 completed, 4 Pass, 1 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-raw-cpu] 2026-07-06T13:31:16.204601Z [info ] Elapsed time: 4.553794860839844e-05 [0:00:00.000046] [timeout_sampler]  -------------------------------- test_vllm_cpu_x86_inference[facebook-opt-125m-raw-cpu] -------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-06T13:31:16.207220Z [info ] Executing session fixture: skip_if_no_supported_cpu_x86_accelerator_type [conftest] 2026-07-06T13:31:16.207429Z [info ] Executing session fixture: vllm_runtime_image [conftest] 2026-07-06T13:31:16.207569Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-06T13:31:16.207693Z [info ] Executing session fixture: registry_pull_secret [conftest] 2026-07-06T13:31:16.207816Z [info ] Executing session fixture: registry_host [conftest] 2026-07-06T13:31:16.207945Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-06T13:31:16.208047Z [info ] Create Namespace opt-125m-raw-cpu [ocp_resources Namespace] 2026-07-06T13:31:16.208156Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-raw-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-06T13:31:16.266582Z [info ] Wait for Namespace opt-125m-raw-cpu status to be Active [ocp_resources Namespace] 2026-07-06T13:31:16.266736Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-06T13:31:16.304121Z [info ] Status of Namespace opt-125m-raw-cpu is Active [ocp_resources Namespace] 2026-07-06T13:31:16.304275Z [info ] Elapsed time: 3.361701965332031e-05 [0:00:00.000034] [timeout_sampler] 2026-07-06T13:31:16.304417Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-06T13:31:16.304553Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-06T13:31:16.397707Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-06T13:31:16.397889Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-06T13:31:16.398047Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.19.1', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'vllm-runtime', 'namespace': 'opt-125m-raw-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@sha256:139e070c2e4e2bc0254aa852b436c35ec2659e8424e228cc4c77a3bc2ddf50b6', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}]}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-06T13:31:16.456452Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-06T13:31:16.456623Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-06T13:31:16.456773Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'opt-125m-raw-cpu'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-06T13:31:16.505394Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-06T13:31:16.505558Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:31:16.526004Z [info ] Elapsed time: 5.7220458984375e-05 [0:00:00.000057] [timeout_sampler] 2026-07-06T13:31:16.526175Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-06T13:31:16.526330Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-06T13:31:16.526479Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-raw-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-06T13:31:16.572533Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-06T13:31:16.572700Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-06T13:31:16.594637Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-06T13:31:16.594787Z [info ] Create InferenceService opt-125m-raw-cpu [ocp_resources InferenceService] 2026-07-06T13:31:16.594955Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'opt-125m-raw-cpu', 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'annotations': {'serving.kserve.io/deploymentMode': 'RawDeployment'}, 'namespace': 'opt-125m-raw-cpu'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'vLLM'}, 'version': None, 'runtime': 'vllm-runtime', 'storageUri': 's3://ods-ci-wisdom/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] 2026-07-06T13:31:16.703966Z [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] 2026-07-06T13:31:16.703355Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:31:17.743919Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:31:17.801011Z [info ] Elapsed time: 1.0405328273773193 [0:00:01.040533] [timeout_sampler] 2026-07-06T13:31:17.820565Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-06T13:31:17.821325Z [info ] Waiting for 1199.9999985694885 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] 2026-07-06T13:32:08.417023Z [info ] Elapsed time: 50.498958110809326 [0:00:50.498958] [timeout_sampler] 2026-07-06T13:32:08.436222Z [info ] Waiting for 1148.2677602767944 seconds [0:19:08.267760], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=opt-125m-raw-cpu', 'client': , 'namespace': 'opt-125m-raw-cpu'}) [timeout_sampler] 2026-07-06T13:32:08.455703Z [info ] Elapsed time: 0.00011515617370605469 [0:00:00.000115] [timeout_sampler] 2026-07-06T13:32:08.455351Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-06T13:32:08.516534Z [info ] Waiting for 1148.1872074604034 seconds [0:19:08.187207], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-06T13:32:08.535678Z [info ] Elapsed time: 7.128715515136719e-05 [0:00:00.000071] [timeout_sampler] 2026-07-06T13:32:08.535830Z [info ] Wait for Deployment opt-125m-raw-cpu-predictor to be deployed: True [ocp_resources Deployment] 2026-07-06T13:32:08.535989Z [info ] Waiting for 1148.1679368019104 seconds [0:19:08.167937], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-06T13:32:08.555348Z [info ] Elapsed time: 3.170967102050781e-05 [0:00:00.000032] [timeout_sampler] 2026-07-06T13:32:08.555504Z [info ] Waiting for 1148.1483426094055 seconds [0:19:08.148343], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-06T13:32:08.574794Z [info ] Elapsed time: 3.123283386230469e-05 [0:00:00.000031] [timeout_sampler] 2026-07-06T13:32:08.575078Z [info ] Wait for InferenceService/opt-125m-raw-cpu's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-06T13:32:08.575229Z [info ] Wait until InferenceService opt-125m-raw-cpu is created [ocp_resources InferenceService] 2026-07-06T13:32:08.575369Z [info ] Waiting for 1148.1288373470306 seconds [0:19:08.128837], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:32:08.598405Z [info ] Elapsed time: 2.9087066650390625e-05 [0:00:00.000029] [timeout_sampler] 2026-07-06T13:32:08.598554Z [info ] Waiting for 1148.1052751541138 seconds [0:19:08.105275], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-06T13:32:08.617791Z [info ] Elapsed time: 3.147125244140625e-05 [0:00:00.000031] [timeout_sampler] 2026-07-06T13:32:08.637070Z [info ] Waiting for 1148.066576242447 seconds [0:19:08.066576], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-06T13:32:08.657448Z [info ] Elapsed time: 5.650520324707031e-05 [0:00:00.000057] [timeout_sampler] 2026-07-06T13:32:08.677554Z [info ] Executing function fixture: skip_if_not_cpu_x86_raw_deployment [conftest] 2026-07-06T13:32:08.697658Z [info ] Executing function fixture: inference_request [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-06T13:32:08.737405Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-06T13:32:08.814082Z [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-raw-cpu', 'prompt': 'What is Kubernetes?', 'max_tokens': 50} url=https://opt-125m-raw-cpu-opt-125m-raw-cpu.apps.rosa.nmanos-konflux1.durx.p3.openshiftapps.com/v1/completions 2026-07-06T13:32:08.815217Z [info ] kind: Infrastructure api version: config.openshift.io/v1 [ocp_resources.resource] 2026-07-06T13:32:08.853062Z [info ] Infrastructure cluster resource tags: [{'key': 'api.openshift.com/environment', 'value': 'production'}, {'key': 'api.openshift.com/id', 'value': '2r2qdb90ltvhjc43lp6iqc6aqb7bgjda'}, {'key': 'api.openshift.com/legal-entity-id', 'value': '1pwwsfazToamNegaehP6eaDg80K'}, {'key': 'api.openshift.com/name', 'value': 'nmanos-konflux1'}, {'key': 'dns', 'value': 'external'}, {'key': 'red-hat-clustertype', 'value': 'rosa'}, {'key': 'red-hat-managed', 'value': 'true'}] [utilities.infra] name=utilities.infra 2026-07-06T13:32:08.853160Z [info ] Running on managed cluster, not using ca bundle [utilities.certificates_utils] name=utilities.certificates_utils PASSED2026-07-06T13:32:24.670729Z [info ] Completions response  [tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils] body_length=658 name=tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils status_code=200  TEST: TestVllmCpuX86S3Inference.test_vllm_cpu_x86_inference[facebook-opt-125m-raw-cpu] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-06T13:32:24.673719Z [info ] Delete InferenceService opt-125m-raw-cpu [ocp_resources InferenceService] 2026-07-06T13:32:24.723723Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-06T13:31:16Z', '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': '2026-07-06T13:31:16Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-06T13:31:16Z'}, {'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': '2026-07-06T13:32:01Z'}], 'name': 'opt-125m-raw-cpu', 'namespace': 'opt-125m-raw-cpu', 'resourceVersion': '17340905', 'uid': 'a535bbdf-b64a-4cc8-a5ea-4b1ebfceb74f'}, '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': '', 'resources': {'limits': {'cpu': '16', 'memory': '16Gi'}, 'requests': {'cpu': '8', 'memory': '10Gi'}}, 'runtime': 'vllm-runtime', 'storageUri': 's3://ods-ci-wisdom/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-raw-cpu-predictor.opt-125m-raw-cpu.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://opt-125m-raw-cpu-predictor-opt-125m-raw-cpu.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-06T13:31:16Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-06T13:32:01Z', 'message': 'ReplicaSet "opt-125m-raw-cpu-predictor-5b46fcbc75" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-06T13:32:01Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-06T13:31:16Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'vllm-runtime', 'url': 'https://opt-125m-raw-cpu-opt-125m-raw-cpu.apps.rosa.nmanos-konflux1.durx.p3.openshiftapps.com'}} [ocp_resources InferenceService] 2026-07-06T13:32:24.750874Z [info ] Wait until InferenceService opt-125m-raw-cpu is deleted [ocp_resources InferenceService] 2026-07-06T13:32:24.751088Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:32:25.792155Z [info ] Elapsed time: 1.0199098587036133 [0:00:01.019910] [timeout_sampler] 2026-07-06T13:32:25.792374Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-06T13:32:25.832768Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.19.1', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'creationTimestamp': '2026-07-06T13:31:16Z', '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': '2026-07-06T13:31:16Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-raw-cpu', 'resourceVersion': '17340077', 'uid': '79648701-84a1-4953-aa63-75a93863df21'}, '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@sha256:139e070c2e4e2bc0254aa852b436c35ec2659e8424e228cc4c77a3bc2ddf50b6', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}]}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-06T13:32:25.857422Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-06T13:32:25.857584Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:32:25.877738Z [info ] Elapsed time: 8.416175842285156e-05 [0:00:00.000084] [timeout_sampler] 2026-07-06T13:32:25.877923Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-06T13:32:25.917104Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-raw-cpu', 'uid': 'd7489e70-f19b-4532-adfc-41f4514ae401', 'resourceVersion': '17340093', 'creationTimestamp': '2026-07-06T13:31:16Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-2c6wc'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:31:16Z', '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-2c6wc"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-06T13:31:16Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-2c6wc'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-2c6wc'}]} [ocp_resources ServiceAccount] 2026-07-06T13:32:25.941705Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-06T13:32:25.941878Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:32:25.961793Z [info ] Elapsed time: 7.414817810058594e-05 [0:00:00.000074] [timeout_sampler] 2026-07-06T13:32:25.961964Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-06T13:32:26.005387Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-raw-cpu', 'uid': 'afc1d324-cf72-41d3-811d-590e2ba51e35', 'resourceVersion': '17340086', 'creationTimestamp': '2026-07-06T13:31:16Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', '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': '2026-07-06T13:31:16Z', '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] 2026-07-06T13:32:26.038312Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-06T13:32:26.038474Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:32:26.059680Z [info ] Elapsed time: 5.984306335449219e-05 [0:00:00.000060] [timeout_sampler] 2026-07-06T13:32:26.136277Z [info ] Delete Namespace opt-125m-raw-cpu [ocp_resources Namespace] 2026-07-06T13:32:26.176586Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-raw-cpu', 'uid': '849c7ab0-d676-412f-a808-02f807ebbbd3', 'resourceVersion': '17340063', 'creationTimestamp': '2026-07-06T13:31:16Z', 'labels': {'kubernetes.io/metadata.name': 'opt-125m-raw-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:c32,c19', 'openshift.io/sa.scc.supplemental-groups': '1001030000/10000', 'openshift.io/sa.scc.uid-range': '1001030000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:31:16Z', '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': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:31:16Z', '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': '2026-07-06T13:31:16Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-06T13:32:26.209597Z [info ] Wait until Namespace opt-125m-raw-cpu is deleted [ocp_resources Namespace] 2026-07-06T13:32:26.209752Z [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 9 completed, 5 Pass, 1 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[tinyllama-1-1b-chat-raw-cpu] 2026-07-06T13:32:35.410600Z [info ] Elapsed time: 9.17820930480957 [0:00:09.178209] [timeout_sampler]  ------------------------------- test_vllm_cpu_x86_inference[tinyllama-1-1b-chat-raw-cpu] ------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-06T13:32:35.411250Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-06T13:32:35.411369Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-06T13:32:35.411475Z [info ] Create Namespace tinyllama-raw-cpu [ocp_resources Namespace] 2026-07-06T13:32:35.411585Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tinyllama-raw-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-06T13:32:35.465362Z [info ] Wait for Namespace tinyllama-raw-cpu status to be Active [ocp_resources Namespace] 2026-07-06T13:32:35.465538Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-06T13:32:35.505780Z [info ] Status of Namespace tinyllama-raw-cpu is Active [ocp_resources Namespace] 2026-07-06T13:32:35.505957Z [info ] Elapsed time: 8.702278137207031e-05 [0:00:00.000087] [timeout_sampler] 2026-07-06T13:32:35.506089Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-06T13:32:35.506205Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-06T13:32:35.573010Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-06T13:32:35.573181Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-06T13:32:35.573334Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.19.1', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'vllm-runtime', 'namespace': 'tinyllama-raw-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@sha256:139e070c2e4e2bc0254aa852b436c35ec2659e8424e228cc4c77a3bc2ddf50b6', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}]}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-06T13:32:35.649346Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-06T13:32:35.649505Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-06T13:32:35.649687Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'tinyllama-raw-cpu'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-06T13:32:35.705440Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-06T13:32:35.705611Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:32:35.725573Z [info ] Elapsed time: 7.104873657226562e-05 [0:00:00.000071] [timeout_sampler] 2026-07-06T13:32:35.725766Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-06T13:32:35.726021Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-06T13:32:35.726178Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'tinyllama-raw-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-06T13:32:35.767583Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-06T13:32:35.767796Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-06T13:32:35.791289Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-06T13:32:35.791445Z [info ] Create InferenceService tinyllama-raw-cpu [ocp_resources InferenceService] 2026-07-06T13:32:35.791599Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'tinyllama-raw-cpu', 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'annotations': {'serving.kserve.io/deploymentMode': 'RawDeployment'}, 'namespace': 'tinyllama-raw-cpu'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'vLLM'}, 'version': None, 'runtime': 'vllm-runtime', 'storageUri': 's3://ods-ci-wisdom/TinyLlama/tinyllama-1.1b-chat-v1.0/', '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] 2026-07-06T13:32:35.881221Z [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] 2026-07-06T13:32:35.880521Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:32:36.923080Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:32:36.979989Z [info ] Elapsed time: 1.0426182746887207 [0:00:01.042618] [timeout_sampler] 2026-07-06T13:32:36.998932Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-06T13:32:36.999698Z [info ] Waiting for 1199.9999980926514 seconds [0:19:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-06T13:33:27.561172Z [info ] Elapsed time: 50.46454858779907 [0:00:50.464549] [timeout_sampler] 2026-07-06T13:33:27.580645Z [info ] Waiting for 1148.3002676963806 seconds [0:19:08.300268], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=tinyllama-raw-cpu', 'client': , 'namespace': 'tinyllama-raw-cpu'}) [timeout_sampler] 2026-07-06T13:33:27.600177Z [info ] Elapsed time: 6.937980651855469e-05 [0:00:00.000069] [timeout_sampler] 2026-07-06T13:33:27.599702Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-06T13:33:27.659725Z [info ] Waiting for 1148.2211000919342 seconds [0:19:08.221100], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-06T13:33:27.679658Z [info ] Elapsed time: 5.793571472167969e-05 [0:00:00.000058] [timeout_sampler] 2026-07-06T13:33:27.679812Z [info ] Wait for Deployment tinyllama-raw-cpu-predictor to be deployed: True [ocp_resources Deployment] 2026-07-06T13:33:27.680074Z [info ] Waiting for 1148.201089143753 seconds [0:19:08.201089], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-06T13:33:27.699547Z [info ] Elapsed time: 3.170967102050781e-05 [0:00:00.000032] [timeout_sampler] 2026-07-06T13:33:27.699695Z [info ] Waiting for 1148.18119430542 seconds [0:19:08.181194], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-06T13:33:27.719770Z [info ] Elapsed time: 3.266334533691406e-05 [0:00:00.000033] [timeout_sampler] 2026-07-06T13:33:27.720040Z [info ] Wait for InferenceService/tinyllama-raw-cpu's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-06T13:33:27.720231Z [info ] Wait until InferenceService tinyllama-raw-cpu is created [ocp_resources InferenceService] 2026-07-06T13:33:27.720337Z [info ] Waiting for 1148.1609897613525 seconds [0:19:08.160990], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:33:27.739915Z [info ] Elapsed time: 2.9325485229492188e-05 [0:00:00.000029] [timeout_sampler] 2026-07-06T13:33:27.740129Z [info ] Waiting for 1148.1409666538239 seconds [0:19:08.140967], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-06T13:33:27.759645Z [info ] Elapsed time: 4.076957702636719e-05 [0:00:00.000041] [timeout_sampler] 2026-07-06T13:33:27.779441Z [info ] Waiting for 1148.1013417243958 seconds [0:19:08.101342], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-06T13:33:27.799398Z [info ] Elapsed time: 4.744529724121094e-05 [0:00:00.000047] [timeout_sampler] 2026-07-06T13:33:27.819432Z [info ] Executing function fixture: skip_if_not_cpu_x86_raw_deployment [conftest] 2026-07-06T13:33:27.840311Z [info ] Executing function fixture: inference_request [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-06T13:33:27.879696Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-06T13:33:27.958693Z [info ] Sending chat 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': 'tinyllama-raw-cpu', 'messages': [{'role': 'user', 'content': 'What is the capital of Italy?'}], 'max_tokens': 50} url=https://tinyllama-raw-cpu-tinyllama-raw-cpu.apps.rosa.nmanos-konflux1.durx.p3.openshiftapps.com/v1/chat/completions PASSED2026-07-06T13:33:46.678865Z [info ] Chat completions response  [tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils] body_length=764 name=tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils status_code=200  TEST: TestVllmCpuX86S3Inference.test_vllm_cpu_x86_inference[tinyllama-1-1b-chat-raw-cpu] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-06T13:33:46.681864Z [info ] Delete InferenceService tinyllama-raw-cpu [ocp_resources InferenceService] 2026-07-06T13:33:46.729868Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-06T13:32:35Z', 'finalizers': ['odh.inferenceservice.finalizers', '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': '2026-07-06T13:32:35Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-06T13:32:36Z'}, {'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': '2026-07-06T13:33:25Z'}], 'name': 'tinyllama-raw-cpu', 'namespace': 'tinyllama-raw-cpu', 'resourceVersion': '17342486', 'uid': '7e482224-c5e5-49c1-a54a-72f41155dd2c'}, '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': '', 'resources': {'limits': {'cpu': '16', 'memory': '16Gi'}, 'requests': {'cpu': '8', 'memory': '10Gi'}}, 'runtime': 'vllm-runtime', 'storageUri': 's3://ods-ci-wisdom/TinyLlama/tinyllama-1.1b-chat-v1.0/', '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://tinyllama-raw-cpu-predictor.tinyllama-raw-cpu.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://tinyllama-raw-cpu-predictor-tinyllama-raw-cpu.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-06T13:32:36Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-06T13:33:25Z', 'message': 'ReplicaSet "tinyllama-raw-cpu-predictor-5c955f5549" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-06T13:33:25Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-06T13:32:36Z', '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://tinyllama-raw-cpu-tinyllama-raw-cpu.apps.rosa.nmanos-konflux1.durx.p3.openshiftapps.com'}} [ocp_resources InferenceService] 2026-07-06T13:33:46.756149Z [info ] Wait until InferenceService tinyllama-raw-cpu is deleted [ocp_resources InferenceService] 2026-07-06T13:33:46.756281Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:33:47.796891Z [info ] Elapsed time: 1.0199792385101318 [0:00:01.019979] [timeout_sampler] 2026-07-06T13:33:47.797076Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-06T13:33:47.837115Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.19.1', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'creationTimestamp': '2026-07-06T13:32:35Z', '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': '2026-07-06T13:32:35Z'}], 'name': 'vllm-runtime', 'namespace': 'tinyllama-raw-cpu', 'resourceVersion': '17341584', 'uid': '188cb1d9-4872-49c2-a2df-f288aa46a7fa'}, '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@sha256:139e070c2e4e2bc0254aa852b436c35ec2659e8424e228cc4c77a3bc2ddf50b6', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}]}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-06T13:33:47.862026Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-06T13:33:47.862208Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:33:47.882214Z [info ] Elapsed time: 3.6716461181640625e-05 [0:00:00.000037] [timeout_sampler] 2026-07-06T13:33:47.882433Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-06T13:33:47.921209Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'tinyllama-raw-cpu', 'uid': 'a357e208-39bf-4326-9608-4bce10760721', 'resourceVersion': '17341598', 'creationTimestamp': '2026-07-06T13:32:35Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-qwz9h'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:32:35Z', '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-qwz9h"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-06T13:32:35Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-qwz9h'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-qwz9h'}]} [ocp_resources ServiceAccount] 2026-07-06T13:33:47.946064Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-06T13:33:47.946228Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:33:47.966605Z [info ] Elapsed time: 7.581710815429688e-05 [0:00:00.000076] [timeout_sampler] 2026-07-06T13:33:47.966809Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-06T13:33:48.015892Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tinyllama-raw-cpu', 'uid': '6e47a13a-a7f7-4d1e-8de4-ac8ae82f332e', 'resourceVersion': '17341594', 'creationTimestamp': '2026-07-06T13:32:35Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', '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': '2026-07-06T13:32:35Z', '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] 2026-07-06T13:33:48.044558Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-06T13:33:48.044704Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:33:48.064923Z [info ] Elapsed time: 6.937980651855469e-05 [0:00:00.000069] [timeout_sampler] 2026-07-06T13:33:48.142158Z [info ] Delete Namespace tinyllama-raw-cpu [ocp_resources Namespace] 2026-07-06T13:33:48.182273Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tinyllama-raw-cpu', 'uid': '4812e453-8b92-40e1-a3ab-4639798e82d9', 'resourceVersion': '17341572', 'creationTimestamp': '2026-07-06T13:32:35Z', 'labels': {'kubernetes.io/metadata.name': 'tinyllama-raw-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:c32,c24', 'openshift.io/sa.scc.supplemental-groups': '1001040000/10000', 'openshift.io/sa.scc.uid-range': '1001040000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:32:35Z', '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': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:32:35Z', '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': '2026-07-06T13:32:35Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-06T13:33:48.211175Z [info ] Wait until Namespace tinyllama-raw-cpu is deleted [ocp_resources Namespace] 2026-07-06T13:33:48.211316Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 7 of 9 completed, 6 Pass, 1 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_raw_cpu_probes] 2026-07-06T13:33:56.398392Z [info ] Elapsed time: 8.162605047225952 [0:00:08.162605] [timeout_sampler]  ----------------------------- test_vllm_readiness_probe[test_vllm_opt_125m_raw_cpu_probes] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-06T13:33:56.401263Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-06T13:33:56.401409Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-06T13:33:56.401545Z [info ] Create Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-06T13:33:56.401670Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-probes'}, 'spec': {}} [ocp_resources Namespace] 2026-07-06T13:33:56.470770Z [info ] Wait for Namespace opt-125m-probes status to be Active [ocp_resources Namespace] 2026-07-06T13:33:56.470969Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-06T13:33:56.495487Z [info ] Status of Namespace opt-125m-probes is Active [ocp_resources Namespace] 2026-07-06T13:33:56.495657Z [info ] Elapsed time: 8.559226989746094e-05 [0:00:00.000086] [timeout_sampler] 2026-07-06T13:33:56.495811Z [info ] Executing class fixture: probes_serving_runtime [conftest] 2026-07-06T13:33:56.495986Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-06T13:33:56.564239Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-06T13:33:56.564388Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-06T13:33:56.564599Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.19.1', '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@sha256:139e070c2e4e2bc0254aa852b436c35ec2659e8424e228cc4c77a3bc2ddf50b6', '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] 2026-07-06T13:33:56.629291Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-06T13:33:56.629721Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-06T13:33:56.630109Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', '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] 2026-07-06T13:33:56.695716Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-06T13:33:56.695995Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:33:56.717289Z [info ] Elapsed time: 8.845329284667969e-05 [0:00:00.000088] [timeout_sampler] 2026-07-06T13:33:56.717654Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-06T13:33:56.718029Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-06T13:33:56.718266Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-06T13:33:56.761647Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-06T13:33:56.762440Z [info ] Executing class fixture: vllm_probes_inference_service [conftest] 2026-07-06T13:33:56.789099Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-06T13:33:56.789303Z [info ] Create InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-06T13:33:56.789438Z [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': 'RawDeployment'}, 'namespace': 'opt-125m-probes'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'vLLM'}, 'version': None, 'runtime': 'vllm-runtime', 'storageUri': 's3://ods-ci-wisdom/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] 2026-07-06T13:33:56.950073Z [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] 2026-07-06T13:33:56.949277Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:33:58.002563Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-06T13:33:58.083633Z [info ] Elapsed time: 1.0534543991088867 [0:00:01.053454] [timeout_sampler] 2026-07-06T13:33:58.111247Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-06T13:33:58.112216Z [info ] Waiting for 1199.9999976158142 seconds [0:19:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-06T13:36:09.500979Z [info ] Elapsed time: 131.29103636741638 [0:02:11.291036] [timeout_sampler] 2026-07-06T13:36:09.521186Z [info ] Waiting for 1067.4285883903503 seconds [0:17:47.428588], 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] 2026-07-06T13:36:09.542684Z [info ] Elapsed time: 7.05718994140625e-05 [0:00:00.000071] [timeout_sampler] 2026-07-06T13:36:09.541981Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-06T13:36:09.601954Z [info ] Waiting for 1067.3476836681366 seconds [0:17:47.347684], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-06T13:36:09.621499Z [info ] Elapsed time: 0.0001354217529296875 [0:00:00.000135] [timeout_sampler] 2026-07-06T13:36:09.621676Z [info ] Wait for Deployment opt-125m-probes-predictor to be deployed: True [ocp_resources Deployment] 2026-07-06T13:36:09.621816Z [info ] Waiting for 1067.3280880451202 seconds [0:17:47.328088], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-06T13:36:09.640962Z [info ] Elapsed time: 3.266334533691406e-05 [0:00:00.000033] [timeout_sampler] 2026-07-06T13:36:09.641146Z [info ] Waiting for 1067.3086092472076 seconds [0:17:47.308609], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-06T13:36:09.660951Z [info ] Elapsed time: 3.170967102050781e-05 [0:00:00.000032] [timeout_sampler] 2026-07-06T13:36:09.661201Z [info ] Wait for InferenceService/opt-125m-probes's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-06T13:36:09.661408Z [info ] Wait until InferenceService opt-125m-probes is created [ocp_resources InferenceService] 2026-07-06T13:36:09.661542Z [info ] Waiting for 1067.2887420654297 seconds [0:17:47.288742], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-06T13:36:09.680932Z [info ] Elapsed time: 3.0994415283203125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-06T13:36:09.681167Z [info ] Waiting for 1067.2686190605164 seconds [0:17:47.268619], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-06T13:36:09.701146Z [info ] Elapsed time: 7.05718994140625e-05 [0:00:00.000071] [timeout_sampler] 2026-07-06T13:36:09.720495Z [info ] Waiting for 1067.2290880680084 seconds [0:17:47.229088], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-06T13:36:09.740212Z [info ] Elapsed time: 6.628036499023438e-05 [0:00:00.000066] [timeout_sampler] 2026-07-06T13:36:09.759520Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-06T13:36:09.779697Z [info ] Executing function fixture: vllm_probes_pod_resource [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-06T13:36:09.880110Z [info ] Execute ['curl', '-s', '-o', '/dev/null', '-w', '%{http_code}', '--max-time', '15', 'http://localhost:8080/health'] on opt-125m-probes-predictor-75d4c45cc7-sbg9z (ip-10-0-1-105.us-east-2.compute.internal) [ocp_resources Pod] PASSED _ 8 of 9 completed, 7 Pass, 1 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_raw_cpu_probes]  TEST: TestVllmProbeHealth.test_vllm_readiness_probe[test_vllm_opt_125m_raw_cpu_probes] STATUS: PASSED ------------------------------------------------------- TEARDOWN -------------------------------------------------------  ----------------------------- test_vllm_liveness_probe[test_vllm_opt_125m_raw_cpu_probes] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-06T13:36:10.032803Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-06T13:36:10.052355Z [info ] Executing function fixture: vllm_probes_pod_resource [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestVllmProbeHealth.test_vllm_liveness_probe[test_vllm_opt_125m_raw_cpu_probes] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-06T13:36:10.293936Z [info ] Delete InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-06T13:36:10.342529Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-06T13:33:56Z', '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': '2026-07-06T13:33:56Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-06T13:33:57Z'}, {'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': '2026-07-06T13:36:09Z'}], 'name': 'opt-125m-probes', 'namespace': 'opt-125m-probes', 'resourceVersion': '17345356', 'uid': '48a1604b-139b-456b-9fd2-5a6fd103e65d'}, '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': '', 'resources': {'limits': {'cpu': '16', 'memory': '16Gi'}, 'requests': {'cpu': '8', 'memory': '10Gi'}}, 'runtime': 'vllm-runtime', 'storageUri': 's3://ods-ci-wisdom/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': '2026-07-06T13:33:57Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-06T13:36:09Z', 'message': 'ReplicaSet "opt-125m-probes-predictor-75d4c45cc7" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-06T13:36:09Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-06T13:33:57Z', '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.rosa.nmanos-konflux1.durx.p3.openshiftapps.com'}} [ocp_resources InferenceService] 2026-07-06T13:36:10.369352Z [info ] Wait until InferenceService opt-125m-probes is deleted [ocp_resources InferenceService] 2026-07-06T13:36:10.369578Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:36:11.410887Z [info ] Elapsed time: 1.0201342105865479 [0:00:01.020134] [timeout_sampler] 2026-07-06T13:36:11.411066Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-06T13:36:11.450750Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes', 'uid': 'a3498322-f124-4c25-afe5-246cfe9a2f6c', 'resourceVersion': '17343122', 'creationTimestamp': '2026-07-06T13:33:56Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-kh598'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:33:56Z', '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-kh598"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-06T13:33:56Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-kh598'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-kh598'}]} [ocp_resources ServiceAccount] 2026-07-06T13:36:11.486244Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-06T13:36:11.486630Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:36:11.507063Z [info ] Elapsed time: 8.58306884765625e-05 [0:00:00.000086] [timeout_sampler] 2026-07-06T13:36:11.507208Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-06T13:36:11.555193Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-probes', 'uid': '413ba337-efdc-45e8-807c-ddaf029b7878', 'resourceVersion': '17343112', 'creationTimestamp': '2026-07-06T13:33:56Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', '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': '2026-07-06T13:33:56Z', '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] 2026-07-06T13:36:11.583078Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-06T13:36:11.583286Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:36:11.603239Z [info ] Elapsed time: 8.106231689453125e-05 [0:00:00.000081] [timeout_sampler] 2026-07-06T13:36:11.603398Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-06T13:36:11.643785Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.19.1', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'creationTimestamp': '2026-07-06T13:33:56Z', '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': '2026-07-06T13:33:56Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-probes', 'resourceVersion': '17343105', 'uid': '873a422d-cb4c-4a61-ad03-1241849cf8e9'}, '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@sha256:139e070c2e4e2bc0254aa852b436c35ec2659e8424e228cc4c77a3bc2ddf50b6', '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] 2026-07-06T13:36:11.665945Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-06T13:36:11.666237Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:36:11.685338Z [info ] Elapsed time: 4.220008850097656e-05 [0:00:00.000042] [timeout_sampler] 2026-07-06T13:36:11.762081Z [info ] Delete Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-06T13:36:11.801335Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-probes', 'uid': '7837139f-7c91-4b27-b4e8-c313e5a3f5b4', 'resourceVersion': '17343092', 'creationTimestamp': '2026-07-06T13:33:56Z', '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:c32,c29', 'openshift.io/sa.scc.supplemental-groups': '1001050000/10000', 'openshift.io/sa.scc.uid-range': '1001050000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:33:56Z', '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': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-06T13:33:56Z', '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': '2026-07-06T13:33:56Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-06T13:36:11.828293Z [info ] Wait until Namespace opt-125m-probes is deleted [ocp_resources Namespace] 2026-07-06T13:36:11.828597Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-06T13:36:21.030194Z [info ] Elapsed time: 9.180112361907959 [0:00:09.180112] [timeout_sampler] _ 9 of 9 completed, 8 Pass, 1 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ ============ 1 failed, 8 passed, 48 deselected in 453.45s (0:07:33) ============ =================================== FAILURES =================================== _ TestTensorflowModel.test_tensorflow_inference[tensorflow-standard-grpc-deployment] _ Traceback (most recent call last): File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/runner.py", line 353, in from_call result: TResult | None = func() ~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/runner.py", line 245, in lambda: runtest_hook(item=item, **kwds), ~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_hooks.py", line 512, in __call__ return self._hookexec(self.name, self._hookimpls.copy(), kwargs, firstresult) ~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_manager.py", line 120, in _hookexec return self._inner_hookexec(hook_name, methods, kwargs, firstresult) ~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 167, in _multicall raise exception File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/capture.py", line 900, in pytest_runtest_call return (yield) ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 53, in run_old_style_hookwrapper return result.get_result() ~~~~~~~~~~~~~~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_result.py", line 103, in get_result raise exc.with_traceback(tb) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 38, in run_old_style_hookwrapper res = yield ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/skipping.py", line 268, in pytest_runtest_call return (yield) ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 121, in _multicall res = hook_impl.function(*args) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/runner.py", line 179, in pytest_runtest_call item.runtest() ~~~~~~~~~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/python.py", line 1720, in runtest self.ihook.pytest_pyfunc_call(pyfuncitem=self) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_hooks.py", line 512, in __call__ return self._hookexec(self.name, self._hookimpls.copy(), kwargs, firstresult) ~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_manager.py", line 120, in _hookexec return self._inner_hookexec(hook_name, methods, kwargs, firstresult) ~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 167, in _multicall raise exception File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 139, in _multicall teardown.throw(exception) ~~~~~~~~~~~~~~^^^^^^^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 53, in run_old_style_hookwrapper return result.get_result() ~~~~~~~~~~~~~~~~~^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_result.py", line 103, in get_result raise exc.with_traceback(tb) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 38, in run_old_style_hookwrapper res = yield ^^^^^ File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/pluggy/_callers.py", line 121, in _multicall res = hook_impl.function(*args) File "/home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/_pytest/python.py", line 166, in pytest_pyfunc_call result = testfunction(**testargs) File "/home/odh/opendatahub-tests/tests/model_serving/model_runtime/triton/basic_model_deployment/test_tensorflow_model.py", line 97, in test_tensorflow_inference validate_inference_request( ~~~~~~~~~~~~~~~~~~~~~~~~~~^ pod_name=triton_pod_resource.name, ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ...<5 lines>... root_dir=root_dir, ^^^^^^^^^^^^^^^^^^ ) ^ File "/home/odh/opendatahub-tests/tests/model_serving/model_runtime/triton/basic_model_deployment/utils.py", line 149, in validate_inference_request assert isinstance(response, dict), f"Response is not a dict: {response}" ~~~~~~~~~~^^^^^^^^^^^^^^^^ AssertionError: Response is not a dict: gRPC request (stdin) failed: STDOUT: STDERR: Failed to dial target host "localhost:9000": context deadline exceeded - generated xml file: /workspace/tests-shared/tests-payload/results/model_runtime-smoke.xml - =========================== short test summary info ============================ FAILED tests/model_serving/model_runtime/triton/basic_model_deployment/test_tensorflow_model.py::TestTensorflowModel::test_tensorflow_inference[tensorflow-standard-grpc-deployment] - AssertionError: Response is not a dict: gRPC request (stdin) failed: STDOUT: STDERR: Failed to dial target host "localhost:9000": context deadline exceeded ============ 1 failed, 8 passed, 48 deselected in 453.46s (0:07:33) ============