--- BVT pytest attempt 2026-07-08T05:54:38.277055+00:00 (/.local/bin/uv --directory /home/odh/opendatahub-tests...) --- 2026-07-08T05:54:40.174230Z [info ] Writing tests log to /home/odh/opendatahub-tests/results/pytest-tests.log [conftest] 2026-07-08T05:54:40.174676Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-08T05:54:40.304760Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-08T05:54:40.379131Z [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 -------------------------------------------------------- 2026-07-08T05:54:40.614205Z [info ] Executing session fixture: event_loop_policy [conftest] 2026-07-08T05:54:40.617219Z [info ] Executing session fixture: _syrupy_apply_ide_patches [conftest] 2026-07-08T05:54:40.617395Z [info ] Executing session fixture: admin_client [conftest] 2026-07-08T05:54:40.617540Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-08T05:54:40.617662Z [info ] Executing session fixture: dsc_resource [conftest] 2026-07-08T05:54:40.617773Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-08T05:54:40.692701Z [info ] Executing session fixture: tmp_path_factory [conftest] 2026-07-08T05:54:40.693158Z [info ] Executing session fixture: tests_tmp_dir [conftest] 2026-07-08T05:54:40.694171Z [info ] Executing session fixture: os_path_environment [conftest] 2026-07-08T05:54:40.694435Z [info ] Executing session fixture: tmpdir_factory [conftest] 2026-07-08T05:54:40.694703Z [info ] Executing session fixture: bin_directory [conftest] 2026-07-08T05:54:40.696377Z [info ] Executing session fixture: oc_binary_path [conftest] 2026-07-08T05:54:40.713278Z [info ] kind: ConsoleCLIDownload api version: console.openshift.io/v1 [ocp_resources.resource] 2026-07-08T05:54:40.748893Z [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 2026-07-08T05:54:40.749030Z [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 2026-07-08T05:54:41.427440Z [info ] Extract the downloaded archive. [utilities.infra] name=utilities.infra 2026-07-08T05:54:41.535939Z [info ] Downloaded file: ['oc']  [utilities.infra] name=utilities.infra 2026-07-08T05:54:41.556122Z [info ] Executing session fixture: bin_directory_to_os_path [conftest] 2026-07-08T05:54:41.554766Z [info ] OC binary path: /tmp/pytest-NZSoaMVrKQvDJQEaHzVdVB/bin0/oc [tests.conftest] name=tests.conftest 2026-07-08T05:54:41.554819Z [info ] Adding /tmp/pytest-NZSoaMVrKQvDJQEaHzVdVB/bin0 to $PATH [tests.conftest] name=tests.conftest 2026-07-08T05:54:41.556918Z [info ] Executing session fixture: nodes [conftest] 2026-07-08T05:54:42.760863Z [info ] Executing session fixture: dsci_resource [conftest] 2026-07-08T05:54:42.761078Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] 2026-07-08T05:54:42.778320Z [info ] Executing session fixture: record_testsuite_property [conftest] 2026-07-08T05:54:42.778468Z [info ] Executing session fixture: junitxml_plugin [conftest] 2026-07-08T05:54:42.778599Z [info ] Executing session fixture: cluster_sanity_scope_session [conftest] 2026-07-08T05:54:42.777810Z [info ] Check cluster sanity.  [utilities.infra] name=utilities.infra 2026-07-08T05:54:42.778868Z [info ] Verify all nodes are in a healthy condition. [ocp_utilities.infra] 2026-07-08T05:54:42.831830Z [info ] Verify all nodes are schedulable. [ocp_utilities.infra] 2026-07-08T05:54:42.882458Z [warning ] Skipping RHOAI resource checks, got --cluster-sanity-skip-rhoai-check [utilities.infra] name=utilities.infra 2026-07-08T05:54:42.884878Z [info ] Executing session fixture: autouse_fixtures [conftest] 2026-07-08T05:54:42.885026Z [info ] Executing session fixture: pytestconfig [conftest] 2026-07-08T05:54:42.885144Z [info ] Executing session fixture: teardown_resources [conftest] 2026-07-08T05:54:42.885259Z [info ] Executing session fixture: mlserver_runtime_image [conftest] 2026-07-08T05:54:42.885381Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-08T05:54:42.885492Z [info ] Create Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-08T05:54:42.885601Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'sklearn-modelcar'}, 'spec': {}} [ocp_resources Namespace] 2026-07-08T05:54:42.941395Z [info ] Wait for Namespace sklearn-modelcar status to be Active [ocp_resources Namespace] 2026-07-08T05:54:42.941708Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-08T05:54:42.963302Z [info ] Status of Namespace sklearn-modelcar is Active [ocp_resources Namespace] 2026-07-08T05:54:42.963608Z [info ] Elapsed time: 0.00010704994201660156 [0:00:00.000107] [timeout_sampler] 2026-07-08T05:54:42.963779Z [info ] Executing class fixture: mlserver_serving_runtime [conftest] 2026-07-08T05:54:42.963891Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-08T05:54:43.113625Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-08T05:54:43.113952Z [info ] Create ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-08T05:54:43.114132Z [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] 2026-07-08T05:54:43.187753Z [info ] Executing class fixture: mlserver_model_car_inference_service [conftest] 2026-07-08T05:54:43.188166Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-08T05:54:43.188447Z [info ] Create InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-08T05:54:43.188687Z [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] 2026-07-08T05:54:43.330790Z [info ] Wait for InferenceService/sklearn-modelcar's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-08T05:54:43.330967Z [info ] Wait until InferenceService sklearn-modelcar is created [ocp_resources InferenceService] 2026-07-08T05:54:43.331114Z [info ] Waiting for 899.9999887943268 seconds [0:14:59.999989], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T05:54:43.350705Z [info ] Elapsed time: 0.00011539459228515625 [0:00:00.000115] [timeout_sampler] 2026-07-08T05:54:43.350873Z [info ] Waiting for 899.9798822402954 seconds [0:14:59.979882], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-08T05:54:58.652695Z [info ] Elapsed time: 15.283491611480713 [0:00:15.283492] [timeout_sampler] 2026-07-08T05:54:58.670494Z [info ] Waiting for 884.6598930358887 seconds [0:14:44.659893], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-08T05:54:58.687352Z [info ] Elapsed time: 8.821487426757812e-05 [0:00:00.000088] [timeout_sampler] 2026-07-08T05:54:58.705302Z [info ] Executing function fixture: snapshot [conftest] 2026-07-08T05:54:58.705937Z [info ] Executing function fixture: mlserver_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestMLServerModelCar.test_mlserver_model_car_inference[sklearn-modelcar-standard] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-08T05:54:59.008155Z [info ] Delete InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-08T05:54:59.046079Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'sklearn', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-08T05:54:43Z', 'finalizers': ['odh.inferenceservice.finalizers', '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': '2026-07-08T05:54:43Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-08T05:54:43Z'}, {'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': '2026-07-08T05:54:58Z'}], 'name': 'sklearn-modelcar', 'namespace': 'sklearn-modelcar', 'resourceVersion': '19801845', 'uid': 'e0381a04-85ac-4ee1-81ed-5d8843da34e5'}, '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': '2026-07-08T05:54:43Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-08T05:54:58Z', 'message': 'ReplicaSet "sklearn-modelcar-predictor-85d9fc9c5c" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-08T05:54:58Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-08T05:54:43Z', '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] 2026-07-08T05:54:59.070490Z [info ] Wait until InferenceService sklearn-modelcar is deleted [ocp_resources InferenceService] 2026-07-08T05:54:59.070624Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:00.108370Z [info ] Elapsed time: 1.0177788734436035 [0:00:01.017779] [timeout_sampler] 2026-07-08T05:55:00.108530Z [info ] Delete ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-08T05:55:00.149700Z [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': '2026-07-08T05:54:43Z', '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': '2026-07-08T05:54:43Z'}], 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar', 'resourceVersion': '19801488', 'uid': 'e4155153-ba46-4b70-bf8f-6cdb69c93973'}, '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] 2026-07-08T05:55:00.175209Z [info ] Wait until ServingRuntime mlserver-runtime is deleted [ocp_resources ServingRuntime] 2026-07-08T05:55:00.175500Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:00.196338Z [info ] Elapsed time: 0.0001323223114013672 [0:00:00.000132] [timeout_sampler] 2026-07-08T05:55:00.263753Z [info ] Delete Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-08T05:55:00.299288Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'sklearn-modelcar', 'uid': 'b9211426-9fce-486f-9da7-e307f7e93f5c', 'resourceVersion': '19801466', 'creationTimestamp': '2026-07-08T05:54:42Z', '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: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': '2026-07-08T05:54:42Z', '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': '2026-07-08T05:54:42Z', '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': '2026-07-08T05:54:42Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-08T05:55:00.327384Z [info ] Wait until Namespace sklearn-modelcar is deleted [ocp_resources Namespace] 2026-07-08T05:55:00.327521Z [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] 2026-07-08T05:55:10.525816Z [info ] Elapsed time: 10.17746877670288 [0:00:10.177469] [timeout_sampler]  ----------------------------- test_openvino_model_inference[onnx-standard-rest-deployment] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-08T05:55:10.528090Z [info ] Executing session fixture: aws_access_key_id [conftest] 2026-07-08T05:55:10.528242Z [info ] Executing session fixture: aws_secret_access_key [conftest] 2026-07-08T05:55:10.528464Z [info ] Executing session fixture: ci_s3_bucket_endpoint [conftest] 2026-07-08T05:55:10.528615Z [info ] Executing session fixture: valid_aws_config [conftest] 2026-07-08T05:55:10.590233Z [info ] AWS credentials validated successfully via STS GetCallerIdentity [tests.conftest] name=tests.conftest 2026-07-08T05:55:10.592332Z [info ] Executing session fixture: models_s3_bucket_name [conftest] 2026-07-08T05:55:10.592479Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-08T05:55:10.592615Z [info ] Executing session fixture: models_s3_bucket_region [conftest] 2026-07-08T05:55:10.592729Z [info ] Executing session fixture: models_s3_bucket_endpoint [conftest] 2026-07-08T05:55:10.592834Z [info ] Executing session fixture: gpu_count_on_cluster [conftest] 2026-07-08T05:55:10.658494Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-08T05:55:10.658675Z [info ] Create Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-08T05:55:10.658821Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'onnx-standard-rest'}, 'spec': {}} [ocp_resources Namespace] 2026-07-08T05:55:10.723465Z [info ] Wait for Namespace onnx-standard-rest status to be Active [ocp_resources Namespace] 2026-07-08T05:55:10.723644Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:10.750789Z [info ] Status of Namespace onnx-standard-rest is Active [ocp_resources Namespace] 2026-07-08T05:55:10.750915Z [info ] Elapsed time: 9.369850158691406e-05 [0:00:00.000094] [timeout_sampler] 2026-07-08T05:55:10.751070Z [info ] Executing class fixture: openvino_serving_runtime [conftest] 2026-07-08T05:55:10.751194Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-08T05:55:10.841054Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-08T05:55:10.841335Z [info ] Create ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-08T05:55:10.841518Z [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] 2026-07-08T05:55:10.899804Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-08T05:55:10.900004Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-08T05:55:10.900205Z [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] 2026-07-08T05:55:10.954592Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-08T05:55:10.954741Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:10.971762Z [info ] Elapsed time: 0.000102996826171875 [0:00:00.000103] [timeout_sampler] 2026-07-08T05:55:10.971939Z [info ] Executing class fixture: openvino_model_service_account [conftest] 2026-07-08T05:55:10.972155Z [info ] Create ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-08T05:55:10.972308Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-08T05:55:11.007346Z [info ] Executing class fixture: openvino_inference_service [conftest] 2026-07-08T05:55:11.025046Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-08T05:55:11.025194Z [info ] Create InferenceService onnx  [ocp_resources InferenceService] 2026-07-08T05:55:11.025357Z [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] 2026-07-08T05:55:11.097044Z [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] 2026-07-08T05:55:11.096313Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T05:55:12.131142Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T05:55:12.180368Z [info ] Elapsed time: 1.0349035263061523 [0:00:01.034904] [timeout_sampler] 2026-07-08T05:55:12.197616Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-08T05:55:12.198470Z [info ] Waiting for 899.9999966621399 seconds [0:14:59.999997], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'openvino-runtime'}) [timeout_sampler] 2026-07-08T05:55:32.475780Z [info ] Elapsed time: 20.19129705429077 [0:00:20.191297] [timeout_sampler] 2026-07-08T05:55:32.493485Z [info ] Waiting for 878.6035103797913 seconds [0:14:38.603510], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=onnx', 'client': , 'namespace': 'onnx-standard-rest'}) [timeout_sampler] 2026-07-08T05:55:32.493648Z [info ] kind: Deployment api version: apps/v1 [ocp_resources.resource] 2026-07-08T05:55:32.511731Z [info ] Elapsed time: 0.0001609325408935547 [0:00:00.000161] [timeout_sampler] 2026-07-08T05:55:32.511265Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-08T05:55:32.563212Z [info ] Waiting for 878.5336515903473 seconds [0:14:38.533652], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-08T05:55:32.583131Z [info ] Elapsed time: 0.00013399124145507812 [0:00:00.000134] [timeout_sampler] 2026-07-08T05:55:32.583286Z [info ] Wait for Deployment onnx-predictor to be deployed: True [ocp_resources Deployment] 2026-07-08T05:55:32.583428Z [info ] Waiting for 878.5134682655334 seconds [0:14:38.513468], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:32.601203Z [info ] Elapsed time: 3.075599670410156e-05 [0:00:00.000031] [timeout_sampler] 2026-07-08T05:55:32.601388Z [info ] Waiting for 878.4954097270966 seconds [0:14:38.495410], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-08T05:55:32.618570Z [info ] Elapsed time: 2.9802322387695312e-05 [0:00:00.000030] [timeout_sampler] 2026-07-08T05:55:32.618723Z [info ] Wait for InferenceService/onnx's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-08T05:55:32.618866Z [info ] Wait until InferenceService onnx is created [ocp_resources InferenceService] 2026-07-08T05:55:32.619100Z [info ] Waiting for 878.4780554771423 seconds [0:14:38.478055], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:32.636315Z [info ] Elapsed time: 2.8371810913085938e-05 [0:00:00.000028] [timeout_sampler] 2026-07-08T05:55:32.636532Z [info ] Waiting for 878.4604704380035 seconds [0:14:38.460470], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-08T05:55:32.654169Z [info ] Elapsed time: 8.416175842285156e-05 [0:00:00.000084] [timeout_sampler] 2026-07-08T05:55:32.671779Z [info ] Waiting for 878.424941778183 seconds [0:14:38.424942], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-08T05:55:32.689667Z [info ] Elapsed time: 0.00012445449829101562 [0:00:00.000124] [timeout_sampler] 2026-07-08T05:55:32.707432Z [info ] Executing class fixture: protocol [conftest] 2026-07-08T05:55:32.707572Z [info ] Executing function fixture: openvino_pod_resource [conftest] 2026-07-08T05:55:32.745153Z [info ] Executing function fixture: snapshot [conftest] 2026-07-08T05:55:32.745705Z [info ] Executing function fixture: openvino_response_snapshot [conftest] 2026-07-08T05:55:32.746568Z [info ] Executing function fixture: model_format [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOpenVINOModels.test_openvino_model_inference[onnx-standard-rest-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-08T05:55:33.007507Z [info ] Delete InferenceService onnx  [ocp_resources InferenceService] 2026-07-08T05:55:33.045889Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'openvino_ir', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-08T05:55:11Z', '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': '2026-07-08T05:55:11Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-08T05:55:11Z'}, {'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': '2026-07-08T05:55:22Z'}], 'name': 'onnx', 'namespace': 'onnx-standard-rest', 'resourceVersion': '19802462', 'uid': '7934333f-687a-4e48-baf4-ae844f0d6c9f'}, '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': '2026-07-08T05:55:11Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-08T05:55:22Z', 'message': 'ReplicaSet "onnx-predictor-8557d44fc8" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-08T05:55:22Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-08T05:55:11Z', '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] 2026-07-08T05:55:33.070664Z [info ] Wait until InferenceService onnx is deleted [ocp_resources InferenceService] 2026-07-08T05:55:33.070804Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:34.107933Z [info ] Elapsed time: 1.0178275108337402 [0:00:01.017828] [timeout_sampler] 2026-07-08T05:55:34.108391Z [info ] Delete ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-08T05:55:34.145675Z [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': '2026-07-08T05:55:10Z', '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': '2026-07-08T05:55:10Z'}], 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest', 'resourceVersion': '19802166', 'uid': '0e8dda29-9a72-4c04-89e9-4f75e3fb35fe'}, '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] 2026-07-08T05:55:34.171001Z [info ] Wait until ServingRuntime openvino-runtime is deleted [ocp_resources ServingRuntime] 2026-07-08T05:55:34.171195Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:34.190200Z [info ] Elapsed time: 6.0558319091796875e-05 [0:00:00.000061] [timeout_sampler] 2026-07-08T05:55:34.190376Z [info ] Delete ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-08T05:55:34.260457Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest', 'uid': 'e6c851da-5ba1-4913-a98a-200a78d6f608', 'resourceVersion': '19802183', 'creationTimestamp': '2026-07-08T05:55:10Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'openvino-models-bucket-sa-dockercfg-dscmz'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-08T05:55:10Z', '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-dscmz"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-08T05:55:10Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'openvino-models-bucket-sa-dockercfg-dscmz'}], 'imagePullSecrets': [{'name': 'openvino-models-bucket-sa-dockercfg-dscmz'}]} [ocp_resources ServiceAccount] 2026-07-08T05:55:34.354366Z [info ] Wait until ServiceAccount openvino-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-08T05:55:34.354964Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:34.392400Z [info ] Elapsed time: 8.58306884765625e-05 [0:00:00.000086] [timeout_sampler] 2026-07-08T05:55:34.392544Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-08T05:55:34.460892Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'onnx-standard-rest', 'uid': '1f56bc30-780f-4680-a012-aa99b14f1dab', 'resourceVersion': '19802175', 'creationTimestamp': '2026-07-08T05:55:10Z', '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': '2026-07-08T05:55:10Z', '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] 2026-07-08T05:55:34.503231Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-08T05:55:34.503421Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:34.560585Z [info ] Elapsed time: 7.987022399902344e-05 [0:00:00.000080] [timeout_sampler] 2026-07-08T05:55:34.583308Z [info ] Delete Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-08T05:55:34.619824Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'onnx-standard-rest', 'uid': '69e00f08-d9c7-49fa-a226-387446a45c04', 'resourceVersion': '19802154', 'creationTimestamp': '2026-07-08T05:55:10Z', '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,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': '2026-07-08T05:55:10Z', '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': '2026-07-08T05:55:10Z', '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': '2026-07-08T05:55:10Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-08T05:55:34.656685Z [info ] Wait until Namespace onnx-standard-rest is deleted [ocp_resources Namespace] 2026-07-08T05:55:34.656850Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:44.881748Z [info ] Elapsed time: 10.19757342338562 [0:00:10.197573] [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]  ------------------------------------ test_ovms_smoke_runs_in_openshift[ovms-smoke] ------------------------------------ -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-08T05:55:44.886027Z [info ] Executing session fixture: ovms_runtime_image [conftest] 2026-07-08T05:55:44.886162Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-08T05:55:44.928904Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-08T05:55:44.929118Z [info ] Create Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-08T05:55:44.929276Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'ovms-smoke'}, 'spec': {}} [ocp_resources Namespace] 2026-07-08T05:55:44.979557Z [info ] Wait for Namespace ovms-smoke status to be Active [ocp_resources Namespace] 2026-07-08T05:55:44.979753Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:45.009461Z [info ] Status of Namespace ovms-smoke is Active [ocp_resources Namespace] 2026-07-08T05:55:45.009640Z [info ] Elapsed time: 0.00010013580322265625 [0:00:00.000100] [timeout_sampler] 2026-07-08T05:55:45.009821Z [info ] Executing class fixture: ovms_smoke_scripts_configmap [conftest] 2026-07-08T05:55:45.013382Z [info ] Create ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-08T05:55:45.013592Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ConfigMap', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke'}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-08T05:55:45.078703Z [info ] Executing class fixture: ovms_smoke_pod [conftest] 2026-07-08T05:55:45.078867Z [info ] Create Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-08T05:55:45.079049Z [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] 2026-07-08T05:55:45.245699Z [info ] Waiting for OVMS smoke Pod to complete [tests.model_serving.model_runtime.openvino.conftest] name=tests.model_serving.model_runtime.openvino.conftest 2026-07-08T05:55:45.246751Z [info ] Wait for Pod ovms-smoke-pod status to be Succeeded [ocp_resources Pod] 2026-07-08T05:55:45.246900Z [info ] Waiting for 300 seconds [0:05:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-08T05:55:45.264425Z [info ] Status of Pod ovms-smoke-pod is Pending [ocp_resources Pod] 2026-07-08T05:55:47.301161Z [info ] Status of Pod ovms-smoke-pod is Running [ocp_resources Pod] 2026-07-08T05:56:15.818815Z [info ] Status of Pod ovms-smoke-pod is Succeeded [ocp_resources Pod] 2026-07-08T05:56:15.819020Z [info ] Elapsed time: 30.552692651748657 [0:00:30.552693] [timeout_sampler] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOVMSSmokeInOpenShift.test_ovms_smoke_runs_in_openshift[ovms-smoke] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-08T05:56:15.839866Z [info ] Delete Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-08T05:56:15.885075Z [info ] Deleting {'kind': 'Pod', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke', 'uid': '3c8c2c82-3180-4d9b-9736-41c6b94584f3', 'resourceVersion': '19803505', 'generation': 1, 'creationTimestamp': '2026-07-08T05:55:45Z', 'labels': {'kyverno-add-imagepullsecret': 'was-here', 'kyverno-replace-image-registry': 'was-here'}, 'annotations': {'k8s.ovn.org/pod-networks': '{"default":{"ip_addresses":["10.128.1.135/23"],"mac_address":"0a:58:0a:80:01:87","gateway_ips":["10.128.0.1"],"routes":[{"dest":"10.128.0.0/14","nextHop":"10.128.0.1"},{"dest":"172.30.0.0/16","nextHop":"10.128.0.1"},{"dest":"169.254.0.5/32","nextHop":"10.128.0.1"},{"dest":"100.64.0.0/16","nextHop":"10.128.0.1"}],"ip_address":"10.128.1.135/23","gateway_ip":"10.128.0.1","role":"primary"}}', 'k8s.v1.cni.cncf.io/network-status': '[{\n "name": "ovn-kubernetes",\n "interface": "eth0",\n "ips": [\n "10.128.1.135"\n ],\n "mac": "0a:58:0a:80:01:87",\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': '2026-07-08T05:55:45Z', '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-10-0-1-76', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-08T05:55:45Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.ovn.org/pod-networks': {}}}}, 'subresource': 'status'}, {'manager': 'multus-daemon', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-08T05:55:45Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.v1.cni.cncf.io/network-status': {}}}}, 'subresource': 'status'}, {'manager': 'kubelet', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-08T05:56:14Z', '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":"10.128.1.135"}': {'.': {}, 'f:ip': {}}}, 'f:startTime': {}}}, 'subresource': 'status'}]}, 'spec': {'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts', 'defaultMode': 420}}, {'name': 'kube-api-access-457g5', '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-457g5', 'readOnly': True, 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount'}], 'terminationMessagePath': '/dev/termination-log', 'terminationMessagePolicy': 'File', 'imagePullPolicy': 'IfNotPresent', 'securityContext': {'capabilities': {'drop': ['ALL']}, 'runAsUser': 1001020000, 'runAsNonRoot': True, 'allowPrivilegeEscalation': False, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'terminationGracePeriodSeconds': 30, 'dnsPolicy': 'ClusterFirst', 'serviceAccountName': 'default', 'serviceAccount': 'default', 'nodeName': 'ip-10-0-1-76.us-east-2.compute.internal', 'securityContext': {'seLinuxOptions': {'level': 's0:c32,c14'}, 'seccompProfile': {'type': 'RuntimeDefault'}}, 'imagePullSecrets': [{'name': 'default-dockercfg-r2xbn'}, {'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': '2026-07-08T05:56:14Z'}, {'type': 'Initialized', 'observedGeneration': 1, 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-08T05:55:45Z', 'reason': 'PodCompleted'}, {'type': 'Ready', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-08T05:56:13Z', 'reason': 'PodCompleted'}, {'type': 'ContainersReady', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-08T05:56:13Z', 'reason': 'PodCompleted'}, {'type': 'PodScheduled', 'observedGeneration': 1, 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-08T05:55:45Z'}], 'hostIP': '10.0.1.76', 'hostIPs': [{'ip': '10.0.1.76'}], 'podIP': '10.128.1.135', 'podIPs': [{'ip': '10.128.1.135'}], 'startTime': '2026-07-08T05:55:45Z', 'containerStatuses': [{'name': 'ovms-smoke', 'state': {'terminated': {'exitCode': 0, 'reason': 'Completed', 'startedAt': '2026-07-08T05:55:45Z', 'finishedAt': '2026-07-08T05:56:13Z', 'containerID': 'cri-o://8d6f79e498c5a0405c0a687dce0e68644caac83c5efdff7024080fd1aac9f335'}}, '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://8d6f79e498c5a0405c0a687dce0e68644caac83c5efdff7024080fd1aac9f335', 'started': False, 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}, {'name': 'kube-api-access-457g5', 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}], 'user': {'linux': {'uid': 1001020000, 'gid': 0, 'supplementalGroups': [0]}}}], 'qosClass': 'BestEffort'}} [ocp_resources Pod] 2026-07-08T05:56:15.925948Z [info ] Wait until Pod ovms-smoke-pod is deleted [ocp_resources Pod] 2026-07-08T05:56:15.926139Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:56:15.944775Z [info ] Elapsed time: 9.512901306152344e-05 [0:00:00.000095] [timeout_sampler] 2026-07-08T05:56:15.945002Z [info ] Delete ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-08T05:56:15.981597Z [info ] Deleting {'kind': 'ConfigMap', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke', 'uid': 'f419cab5-349e-40e4-bd16-37231cdf933f', 'resourceVersion': '19802946', 'creationTimestamp': '2026-07-08T05:55:45Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-08T05:55:45Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:ovms_smoketest.py': {}, 'f:smoke.py': {}}}}]}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-08T05:56:16.004322Z [info ] Wait until ConfigMap ovms-smoke-scripts is deleted [ocp_resources ConfigMap] 2026-07-08T05:56:16.004490Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:56:16.022115Z [info ] Elapsed time: 8.034706115722656e-05 [0:00:00.000080] [timeout_sampler] 2026-07-08T05:56:16.039227Z [info ] Delete Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-08T05:56:16.073987Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke', 'uid': '6f474459-27cb-4c6a-9ec1-81bf8a5c1632', 'resourceVersion': '19802942', 'creationTimestamp': '2026-07-08T05:55:44Z', '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,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': '2026-07-08T05:55:44Z', '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': '2026-07-08T05:55:44Z', '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': '2026-07-08T05:55:44Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-08T05:56:16.105615Z [info ] Wait until Namespace ovms-smoke is deleted [ocp_resources Namespace] 2026-07-08T05:56:16.105789Z [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] 2026-07-08T05:56:25.287284Z [info ] Elapsed time: 9.161852598190308 [0:00:09.161853] [timeout_sampler]  ---------------------------- test_tensorflow_inference[tensorflow-standard-rest-deployment] ---------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-08T05:56:25.292573Z [info ] Executing session fixture: root_dir [conftest] 2026-07-08T05:56:25.292732Z [info ] Executing session fixture: triton_runtime_image [conftest] 2026-07-08T05:56:25.292880Z [info ] Executing session fixture: supported_accelerator_type [conftest] 2026-07-08T05:56:25.293114Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-08T05:56:25.293267Z [info ] Executing class fixture: triton_rest_serving_runtime_template [conftest] 2026-07-08T05:56:25.293402Z [info ] Create Template triton-rest-runtime-template [ocp_resources Template] 2026-07-08T05:56:25.293528Z [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] 2026-07-08T05:56:25.347466Z [info ] Executing class fixture: triton_grpc_serving_runtime_template [conftest] 2026-07-08T05:56:25.347643Z [info ] Create Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-08T05:56:25.347802Z [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] 2026-07-08T05:56:25.390827Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-08T05:56:25.391071Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-08T05:56:25.391231Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-08T05:56:25.441085Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-08T05:56:25.441322Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-08T05:56:25.465055Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-08T05:56:25.465283Z [info ] Elapsed time: 8.749961853027344e-05 [0:00:00.000087] [timeout_sampler] 2026-07-08T05:56:25.465412Z [info ] Executing class fixture: protocol [conftest] 2026-07-08T05:56:25.465526Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-08T05:56:25.523030Z [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] 2026-07-08T05:56:25.523246Z [info ] Create ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-08T05:56:25.523444Z [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] 2026-07-08T05:56:25.577794Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-08T05:56:25.577955Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-08T05:56:25.578192Z [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] 2026-07-08T05:56:25.629237Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-08T05:56:25.629394Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T05:56:25.646520Z [info ] Elapsed time: 4.410743713378906e-05 [0:00:00.000044] [timeout_sampler] 2026-07-08T05:56:25.646675Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-08T05:56:25.647211Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-08T05:56:25.647370Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-08T05:56:25.685073Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-08T05:56:25.703075Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-08T05:56:25.703231Z [info ] Create InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-08T05:56:25.703390Z [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] 2026-07-08T05:56:25.802350Z [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] 2026-07-08T05:56:25.801669Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T05:56:26.836756Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T05:56:26.885430Z [info ] Elapsed time: 1.0351831912994385 [0:00:01.035183] [timeout_sampler] 2026-07-08T05:56:26.902262Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-08T05:56:26.903021Z [info ] Waiting for 599.9999787807465 seconds [0:09:59.999979], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler] 2026-07-08T05:56:47.198283Z [info ] Elapsed time: 20.20336890220642 [0:00:20.203369] [timeout_sampler] 2026-07-08T05:56:47.215819Z [info ] Waiting for 578.586199760437 seconds [0:09:38.586200], 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] 2026-07-08T05:56:47.237966Z [info ] Elapsed time: 5.817413330078125e-05 [0:00:00.000058] [timeout_sampler] 2026-07-08T05:56:47.237525Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-08T05:56:47.289744Z [info ] Waiting for 578.5121915340424 seconds [0:09:38.512192], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-08T05:56:47.308149Z [info ] Elapsed time: 5.9604644775390625e-05 [0:00:00.000060] [timeout_sampler] 2026-07-08T05:56:47.308321Z [info ] Wait for Deployment tensorflow-standard-rest-predictor to be deployed: True [ocp_resources Deployment] 2026-07-08T05:56:47.308473Z [info ] Waiting for 578.4938642978668 seconds [0:09:38.493864], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-08T05:56:47.325998Z [info ] Elapsed time: 3.0994415283203125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-08T05:56:47.326230Z [info ] Waiting for 578.4760866165161 seconds [0:09:38.476087], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-08T05:56:47.344128Z [info ] Elapsed time: 8.440017700195312e-05 [0:00:00.000084] [timeout_sampler] 2026-07-08T05:56:47.344305Z [info ] Wait for InferenceService/tensorflow-standard-rest's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-08T05:56:47.344454Z [info ] Wait until InferenceService tensorflow-standard-rest is created [ocp_resources InferenceService] 2026-07-08T05:56:47.344599Z [info ] Waiting for 578.4578368663788 seconds [0:09:38.457837], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T05:56:47.362824Z [info ] Elapsed time: 2.7894973754882812e-05 [0:00:00.000028] [timeout_sampler] 2026-07-08T05:56:47.363081Z [info ] Waiting for 578.4395170211792 seconds [0:09:38.439517], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-08T05:56:47.381483Z [info ] Elapsed time: 9.417533874511719e-05 [0:00:00.000094] [timeout_sampler] 2026-07-08T05:56:47.402593Z [info ] Waiting for 578.3998355865479 seconds [0:09:38.399836], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-08T05:56:47.420423Z [info ] Elapsed time: 8.821487426757812e-05 [0:00:00.000088] [timeout_sampler] 2026-07-08T05:56:47.438515Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-08T05:56:47.477297Z [info ] Executing function fixture: snapshot [conftest] 2026-07-08T05:56:47.478699Z [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 -------------------------------------------------------- 2026-07-08T05:56:50.454379Z [info ] Delete InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-08T05:56:50.495015Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-08T05:56:25Z', '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': '2026-07-08T05:56:25Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-08T05:56:26Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-08T05:56:39Z'}], 'name': 'tensorflow-standard-rest', 'namespace': 'tensorflow-standard', 'resourceVersion': '19804079', 'uid': '2f4e22e9-e88f-4b8c-8edf-6d4dc5f25e7e'}, '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': '2026-07-08T05:56:25Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-08T05:56:39Z', 'message': 'ReplicaSet "tensorflow-standard-rest-predictor-6f846cb87f" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-08T05:56:39Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-08T05:56:25Z', '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] 2026-07-08T05:56:50.518923Z [info ] Wait until InferenceService tensorflow-standard-rest is deleted [ocp_resources InferenceService] 2026-07-08T05:56:50.519185Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:56:51.555126Z [info ] Elapsed time: 1.017211675643921 [0:00:01.017212] [timeout_sampler] 2026-07-08T05:56:51.555282Z [info ] Delete ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-08T05:56:51.593537Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-08T05:56:25Z', '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': '2026-07-08T05:56:25Z'}], 'name': 'triton-rest-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '19803751', 'uid': 'a36497ea-c501-48d2-aa24-d6aae8f280bd'}, '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] 2026-07-08T05:56:51.615090Z [info ] Wait until ServingRuntime triton-rest-runtime is deleted [ocp_resources ServingRuntime] 2026-07-08T05:56:51.615332Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:56:51.634421Z [info ] Elapsed time: 9.441375732421875e-05 [0:00:00.000094] [timeout_sampler] 2026-07-08T05:56:51.634637Z [info ] Executing class fixture: protocol [conftest] 2026-07-08T05:56:51.634779Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-08T05:56:51.634913Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-08T05:56:51.682759Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-08T05:56:51.682911Z [info ] Create ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-08T05:56:51.683207Z [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] 2026-07-08T05:56:51.734655Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-08T05:56:51.755206Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-08T05:56:51.755376Z [info ] Create InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-08T05:56:51.755626Z [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] 2026-07-08T05:56:51.838071Z [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] 2026-07-08T05:56:51.837120Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T05:56:52.870994Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T05:56:52.928424Z [info ] Elapsed time: 1.033991813659668 [0:00:01.033992] [timeout_sampler] 2026-07-08T05:56:52.946153Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-08T05:56:52.946916Z [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] 2026-07-08T05:57:13.221709Z [info ] Elapsed time: 20.18862509727478 [0:00:20.188625] [timeout_sampler] 2026-07-08T05:57:13.239432Z [info ] Waiting for 578.5982217788696 seconds [0:09:38.598222], 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] 2026-07-08T05:57:13.257032Z [info ] Elapsed time: 0.0001327991485595703 [0:00:00.000133] [timeout_sampler] 2026-07-08T05:57:13.256562Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-08T05:57:13.308651Z [info ] Waiting for 578.5287079811096 seconds [0:09:38.528708], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-08T05:57:13.325236Z [info ] Elapsed time: 5.412101745605469e-05 [0:00:00.000054] [timeout_sampler] 2026-07-08T05:57:13.325419Z [info ] Wait for Deployment tensorflow-standard-grpc-predictor to be deployed: True [ocp_resources Deployment] 2026-07-08T05:57:13.325563Z [info ] Waiting for 578.5122468471527 seconds [0:09:38.512247], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-08T05:57:13.342349Z [info ] Elapsed time: 3.1948089599609375e-05 [0:00:00.000032] [timeout_sampler] 2026-07-08T05:57:13.342533Z [info ] Waiting for 578.4951326847076 seconds [0:09:38.495133], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-08T05:57:13.360019Z [info ] Elapsed time: 4.7206878662109375e-05 [0:00:00.000047] [timeout_sampler] 2026-07-08T05:57:13.360180Z [info ] Wait for InferenceService/tensorflow-standard-grpc's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-08T05:57:13.360316Z [info ] Wait until InferenceService tensorflow-standard-grpc is created [ocp_resources InferenceService] 2026-07-08T05:57:13.360447Z [info ] Waiting for 578.4774599075317 seconds [0:09:38.477460], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T05:57:13.378036Z [info ] Elapsed time: 3.0040740966796875e-05 [0:00:00.000030] [timeout_sampler] 2026-07-08T05:57:13.378199Z [info ] Waiting for 578.4594962596893 seconds [0:09:38.459496], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-08T05:57:13.395568Z [info ] Elapsed time: 7.510185241699219e-05 [0:00:00.000075] [timeout_sampler] 2026-07-08T05:57:13.412765Z [info ] Waiting for 578.4246490001678 seconds [0:09:38.424649], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-08T05:57:13.430693Z [info ] Elapsed time: 5.745887756347656e-05 [0:00:00.000057] [timeout_sampler] 2026-07-08T05:57:13.448184Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-08T05:57:13.484638Z [info ] Executing function fixture: snapshot [conftest] 2026-07-08T05:57:13.484793Z [info ] Executing function fixture: triton_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-08T05:57:13Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed [2026-07-08T05:57:14Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed [2026-07-08T05:57:16Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed [2026-07-08T05:57:18Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed [2026-07-08T05:57:23Z 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 2026-07-08T05:57:23.648376Z [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 ------------------------------------------------------- 2026-07-08T05:57:23.648646Z [info ] Delete InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-08T05:57:23.688860Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-08T05:56:51Z', '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': '2026-07-08T05:56:51Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-08T05:56:52Z'}, {'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': '2026-07-08T05:57:05Z'}], 'name': 'tensorflow-standard-grpc', 'namespace': 'tensorflow-standard', 'resourceVersion': '19804589', 'uid': 'f15b272b-dc71-43d4-bf50-7b0da37ccc62'}, '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': '2026-07-08T05:56:52Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-08T05:57:05Z', 'message': 'ReplicaSet "tensorflow-standard-grpc-predictor-5d5bd5d8df" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-08T05:57:05Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-08T05:56:52Z', '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] 2026-07-08T05:57:23.712662Z [info ] Wait until InferenceService tensorflow-standard-grpc is deleted [ocp_resources InferenceService] 2026-07-08T05:57:23.712829Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:57:24.753525Z [info ] Elapsed time: 1.0173618793487549 [0:00:01.017362] [timeout_sampler] 2026-07-08T05:57:24.753675Z [info ] Delete ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-08T05:57:24.803152Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-08T05:56:51Z', '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': '2026-07-08T05:56:51Z'}], 'name': 'triton-grpc-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '19804304', 'uid': '7257023b-d25e-4208-82ee-8870215d303d'}, '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] 2026-07-08T05:57:24.823721Z [info ] Wait until ServingRuntime triton-grpc-runtime is deleted [ocp_resources ServingRuntime] 2026-07-08T05:57:24.823889Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:57:24.841236Z [info ] Elapsed time: 6.031990051269531e-05 [0:00:00.000060] [timeout_sampler] 2026-07-08T05:57:24.841412Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-08T05:57:24.876279Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': 'fcb8ee2c-e677-43e1-9a28-6141b192d44c', 'resourceVersion': '19803771', 'creationTimestamp': '2026-07-08T05:56:25Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-hl7xm'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-08T05:56:25Z', '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-hl7xm"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-08T05:56:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-hl7xm'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-hl7xm'}]} [ocp_resources ServiceAccount] 2026-07-08T05:57:24.912664Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-08T05:57:24.912850Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:57:24.932404Z [info ] Elapsed time: 6.461143493652344e-05 [0:00:00.000065] [timeout_sampler] 2026-07-08T05:57:24.932604Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-08T05:57:24.972157Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': 'f343e5bc-bd43-4f3e-8197-d9bbf3046cee', 'resourceVersion': '19803758', 'creationTimestamp': '2026-07-08T05:56:25Z', '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': '2026-07-08T05:56:25Z', '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] 2026-07-08T05:57:24.998747Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-08T05:57:24.998932Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:57:25.016910Z [info ] Elapsed time: 5.53131103515625e-05 [0:00:00.000055] [timeout_sampler] 2026-07-08T05:57:25.082860Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-08T05:57:25.118307Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '433eff6d-3c25-405c-b6be-532c0dd998b3', 'resourceVersion': '19803739', 'creationTimestamp': '2026-07-08T05:56:25Z', '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,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': '2026-07-08T05:56:25Z', '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': '2026-07-08T05:56:25Z', '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': '2026-07-08T05:56:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-08T05:57:25.144694Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-08T05:57:25.144919Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:57:35.349766Z [info ] Elapsed time: 10.186617136001587 [0:00:10.186617] [timeout_sampler] 2026-07-08T05:57:35.350017Z [info ] Delete Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-08T05:57:35.398561Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': '6868228b-f464-4bb5-abdc-f6cc016af4a3', 'resourceVersion': '19803714', 'creationTimestamp': '2026-07-08T05:56:25Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-08T05:56:25Z', '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] 2026-07-08T05:57:35.425781Z [info ] Wait until Template triton-grpc-runtime-template is deleted [ocp_resources Template] 2026-07-08T05:57:35.425964Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:57:35.448635Z [info ] Elapsed time: 6.0558319091796875e-05 [0:00:00.000061] [timeout_sampler] 2026-07-08T05:57:35.448832Z [info ] Delete Template triton-rest-runtime-template [ocp_resources Template] 2026-07-08T05:57:35.506184Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'bbce4f68-34d3-4731-a58f-7ab7caeec7c1', 'resourceVersion': '19803712', 'creationTimestamp': '2026-07-08T05:56:25Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-08T05:56:25Z', '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] 2026-07-08T05:57:35.538371Z [info ] Wait until Template triton-rest-runtime-template is deleted [ocp_resources Template] 2026-07-08T05:57:35.538524Z [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] 2026-07-08T05:57:35.563648Z [info ] Elapsed time: 6.771087646484375e-05 [0:00:00.000068] [timeout_sampler]  -------------------------------- test_vllm_cpu_x86_inference[facebook-opt-125m-raw-cpu] -------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-08T05:57:35.567490Z [info ] Executing session fixture: skip_if_no_supported_cpu_x86_accelerator_type [conftest] 2026-07-08T05:57:35.567687Z [info ] Executing session fixture: vllm_runtime_image [conftest] 2026-07-08T05:57:35.567848Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-08T05:57:35.568077Z [info ] Executing session fixture: registry_pull_secret [conftest] 2026-07-08T05:57:35.568244Z [info ] Executing session fixture: registry_host [conftest] 2026-07-08T05:57:35.568420Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-08T05:57:35.568582Z [info ] Create Namespace opt-125m-raw-cpu [ocp_resources Namespace] 2026-07-08T05:57:35.568822Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-raw-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-08T05:57:35.617500Z [info ] Wait for Namespace opt-125m-raw-cpu status to be Active [ocp_resources Namespace] 2026-07-08T05:57:35.617689Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-08T05:57:35.639631Z [info ] Status of Namespace opt-125m-raw-cpu is Active [ocp_resources Namespace] 2026-07-08T05:57:35.639844Z [info ] Elapsed time: 5.7697296142578125e-05 [0:00:00.000058] [timeout_sampler] 2026-07-08T05:57:35.640115Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-08T05:57:35.640292Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-08T05:57:35.701194Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-08T05:57:35.701431Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-08T05:57:35.701603Z [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] 2026-07-08T05:57:35.762081Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-08T05:57:35.762305Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-08T05:57:35.762479Z [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] 2026-07-08T05:57:35.819618Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-08T05:57:35.819801Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T05:57:35.836432Z [info ] Elapsed time: 6.747245788574219e-05 [0:00:00.000067] [timeout_sampler] 2026-07-08T05:57:35.836620Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-08T05:57:35.837000Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-08T05:57:35.837237Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-raw-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-08T05:57:35.875916Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-08T05:57:35.876135Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-08T05:57:35.895743Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-08T05:57:35.895900Z [info ] Create InferenceService opt-125m-raw-cpu [ocp_resources InferenceService] 2026-07-08T05:57:35.896068Z [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] 2026-07-08T05:57:35.996363Z [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] 2026-07-08T05:57:35.995517Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T05:57:37.030553Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T05:57:37.080777Z [info ] Elapsed time: 1.0351569652557373 [0:00:01.035157] [timeout_sampler] 2026-07-08T05:57:37.098120Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-08T05:57:37.099175Z [info ] Waiting for 1199.999997138977 seconds [0:19:59.999997], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-08T05:58:27.643504Z [info ] Elapsed time: 50.45128846168518 [0:00:50.451288] [timeout_sampler] 2026-07-08T05:58:27.662057Z [info ] Waiting for 1148.333915233612 seconds [0:19:08.333915], 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] 2026-07-08T05:58:27.680410Z [info ] Elapsed time: 0.00010347366333007812 [0:00:00.000103] [timeout_sampler] 2026-07-08T05:58:27.679768Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-08T05:58:27.732567Z [info ] Waiting for 1148.2634680271149 seconds [0:19:08.263468], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-08T05:58:27.752431Z [info ] Elapsed time: 0.00010442733764648438 [0:00:00.000104] [timeout_sampler] 2026-07-08T05:58:27.752632Z [info ] Wait for Deployment opt-125m-raw-cpu-predictor to be deployed: True [ocp_resources Deployment] 2026-07-08T05:58:27.752785Z [info ] Waiting for 1148.2435011863708 seconds [0:19:08.243501], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-08T05:58:27.770324Z [info ] Elapsed time: 3.528594970703125e-05 [0:00:00.000035] [timeout_sampler] 2026-07-08T05:58:27.770488Z [info ] Waiting for 1148.2255220413208 seconds [0:19:08.225522], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-08T05:58:27.787857Z [info ] Elapsed time: 3.337860107421875e-05 [0:00:00.000033] [timeout_sampler] 2026-07-08T05:58:27.788104Z [info ] Wait for InferenceService/opt-125m-raw-cpu's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-08T05:58:27.788255Z [info ] Wait until InferenceService opt-125m-raw-cpu is created [ocp_resources InferenceService] 2026-07-08T05:58:27.788387Z [info ] Waiting for 1148.207992553711 seconds [0:19:08.207993], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T05:58:27.805216Z [info ] Elapsed time: 3.147125244140625e-05 [0:00:00.000031] [timeout_sampler] 2026-07-08T05:58:27.805387Z [info ] Waiting for 1148.1906173229218 seconds [0:19:08.190617], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-08T05:58:27.822962Z [info ] Elapsed time: 3.337860107421875e-05 [0:00:00.000033] [timeout_sampler] 2026-07-08T05:58:27.840247Z [info ] Waiting for 1148.1555366516113 seconds [0:19:08.155537], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-08T05:58:27.858163Z [info ] Elapsed time: 5.078315734863281e-05 [0:00:00.000051] [timeout_sampler] 2026-07-08T05:58:27.876226Z [info ] Executing function fixture: skip_if_not_cpu_x86_raw_deployment [conftest] 2026-07-08T05:58:27.894919Z [info ] Executing function fixture: inference_request [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-08T05:58:27.929223Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-08T05:58:27.997347Z [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 2026-07-08T05:58:27.998541Z [info ] kind: Infrastructure api version: config.openshift.io/v1 [ocp_resources.resource] 2026-07-08T05:58:28.032389Z [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 2026-07-08T05:58:28.032609Z [info ] Running on managed cluster, not using ca bundle [utilities.certificates_utils] name=utilities.certificates_utils PASSED2026-07-08T05:58:43.669769Z [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 ------------------------------------------------------- 2026-07-08T05:58:43.673263Z [info ] Delete InferenceService opt-125m-raw-cpu [ocp_resources InferenceService] 2026-07-08T05:58:43.718302Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-08T05:57:35Z', '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': '2026-07-08T05:57:35Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-08T05:57:36Z'}, {'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': '2026-07-08T05:58:20Z'}], 'name': 'opt-125m-raw-cpu', 'namespace': 'opt-125m-raw-cpu', 'resourceVersion': '19806037', 'uid': '63d4ad25-70be-472c-b81a-90fc4dabae35'}, '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': '2026-07-08T05:57:36Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-08T05:58:20Z', 'message': 'ReplicaSet "opt-125m-raw-cpu-predictor-5b46fcbc75" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-08T05:58:20Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-08T05:57:36Z', '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://opt-125m-raw-cpu-opt-125m-raw-cpu.apps.rosa.nmanos-konflux1.durx.p3.openshiftapps.com'}} [ocp_resources InferenceService] 2026-07-08T05:58:43.743477Z [info ] Wait until InferenceService opt-125m-raw-cpu is deleted [ocp_resources InferenceService] 2026-07-08T05:58:43.743639Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:58:44.779025Z [info ] Elapsed time: 1.01713228225708 [0:00:01.017132] [timeout_sampler] 2026-07-08T05:58:44.779290Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-08T05:58:44.822351Z [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': '2026-07-08T05:57:35Z', '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': '2026-07-08T05:57:35Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-raw-cpu', 'resourceVersion': '19805221', 'uid': '30d0382c-9112-41a4-8afb-d6659cb7a02f'}, '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] 2026-07-08T05:58:44.849618Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-08T05:58:44.849803Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:58:44.870027Z [info ] Elapsed time: 8.869171142578125e-05 [0:00:00.000089] [timeout_sampler] 2026-07-08T05:58:44.870191Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-08T05:58:44.916455Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-raw-cpu', 'uid': '9ad0d6bb-570a-44b3-994a-8ec71c9a96e6', 'resourceVersion': '19805233', 'creationTimestamp': '2026-07-08T05:57:35Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-jfk7t'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-08T05:57:35Z', '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-jfk7t"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-08T05:57:35Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-jfk7t'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-jfk7t'}]} [ocp_resources ServiceAccount] 2026-07-08T05:58:44.943158Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-08T05:58:44.943473Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:58:44.960688Z [info ] Elapsed time: 4.863739013671875e-05 [0:00:00.000049] [timeout_sampler] 2026-07-08T05:58:44.960831Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-08T05:58:44.999194Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-raw-cpu', 'uid': '0c75a392-11a0-4a9e-9d25-02d1183c7f69', 'resourceVersion': '19805228', 'creationTimestamp': '2026-07-08T05:57:35Z', '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': '2026-07-08T05:57:35Z', '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] 2026-07-08T05:58:45.027797Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-08T05:58:45.028008Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T05:58:45.047046Z [info ] Elapsed time: 3.647804260253906e-05 [0:00:00.000036] [timeout_sampler] 2026-07-08T05:58:45.116017Z [info ] Delete Namespace opt-125m-raw-cpu [ocp_resources Namespace] 2026-07-08T05:58:45.151436Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-raw-cpu', 'uid': '8ab92b5b-eb1b-40f3-9b90-512a30984496', 'resourceVersion': '19805208', 'creationTimestamp': '2026-07-08T05:57:35Z', '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,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': '2026-07-08T05:57:35Z', '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': '2026-07-08T05:57:35Z', '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': '2026-07-08T05:57:35Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-08T05:58:45.179533Z [info ] Wait until Namespace opt-125m-raw-cpu is deleted [ocp_resources Namespace] 2026-07-08T05:58:45.179762Z [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] 2026-07-08T05:58:54.361237Z [info ] Elapsed time: 9.16149377822876 [0:00:09.161494] [timeout_sampler]  ------------------------------- test_vllm_cpu_x86_inference[tinyllama-1-1b-chat-raw-cpu] ------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-08T05:58:54.361814Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-08T05:58:54.361931Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-08T05:58:54.362074Z [info ] Create Namespace tinyllama-raw-cpu [ocp_resources Namespace] 2026-07-08T05:58:54.362189Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tinyllama-raw-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-08T05:58:54.416865Z [info ] Wait for Namespace tinyllama-raw-cpu status to be Active [ocp_resources Namespace] 2026-07-08T05:58:54.417070Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-08T05:58:54.444890Z [info ] Status of Namespace tinyllama-raw-cpu is Active [ocp_resources Namespace] 2026-07-08T05:58:54.445096Z [info ] Elapsed time: 4.5299530029296875e-05 [0:00:00.000045] [timeout_sampler] 2026-07-08T05:58:54.445218Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-08T05:58:54.445382Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-08T05:58:54.504589Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-08T05:58:54.504743Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-08T05:58:54.504872Z [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] 2026-07-08T05:58:54.570631Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-08T05:58:54.570807Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-08T05:58:54.571053Z [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] 2026-07-08T05:58:54.613866Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-08T05:58:54.614081Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T05:58:54.638360Z [info ] Elapsed time: 5.435943603515625e-05 [0:00:00.000054] [timeout_sampler] 2026-07-08T05:58:54.638566Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-08T05:58:54.638697Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-08T05:58:54.638844Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'tinyllama-raw-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-08T05:58:54.674863Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-08T05:58:54.675126Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-08T05:58:54.693535Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-08T05:58:54.693745Z [info ] Create InferenceService tinyllama-raw-cpu [ocp_resources InferenceService] 2026-07-08T05:58:54.693898Z [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] 2026-07-08T05:58:54.797339Z [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] 2026-07-08T05:58:54.796567Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T05:58:55.832344Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T05:58:55.887789Z [info ] Elapsed time: 1.0358805656433105 [0:00:01.035881] [timeout_sampler] 2026-07-08T05:58:55.904460Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-08T05:58:55.905271Z [info ] Waiting for 1199.9999978542328 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] 2026-07-08T05:59:46.414427Z [info ] Elapsed time: 50.4248161315918 [0:00:50.424816] [timeout_sampler] 2026-07-08T05:59:46.439159Z [info ] Waiting for 1148.3578295707703 seconds [0:19:08.357830], 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] 2026-07-08T05:59:46.456429Z [info ] Elapsed time: 7.033348083496094e-05 [0:00:00.000070] [timeout_sampler] 2026-07-08T05:59:46.455961Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-08T05:59:46.508072Z [info ] Waiting for 1148.2888000011444 seconds [0:19:08.288800], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-08T05:59:46.525246Z [info ] Elapsed time: 5.626678466796875e-05 [0:00:00.000056] [timeout_sampler] 2026-07-08T05:59:46.525414Z [info ] Wait for Deployment tinyllama-raw-cpu-predictor to be deployed: True [ocp_resources Deployment] 2026-07-08T05:59:46.525538Z [info ] Waiting for 1148.2715435028076 seconds [0:19:08.271544], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-08T05:59:46.543001Z [info ] Elapsed time: 3.123283386230469e-05 [0:00:00.000031] [timeout_sampler] 2026-07-08T05:59:46.543253Z [info ] Waiting for 1148.2538049221039 seconds [0:19:08.253805], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-08T05:59:46.561478Z [info ] Elapsed time: 3.314018249511719e-05 [0:00:00.000033] [timeout_sampler] 2026-07-08T05:59:46.561638Z [info ] Wait for InferenceService/tinyllama-raw-cpu's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-08T05:59:46.561787Z [info ] Wait until InferenceService tinyllama-raw-cpu is created [ocp_resources InferenceService] 2026-07-08T05:59:46.561932Z [info ] Waiting for 1148.235432624817 seconds [0:19:08.235433], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T05:59:46.578568Z [info ] Elapsed time: 3.123283386230469e-05 [0:00:00.000031] [timeout_sampler] 2026-07-08T05:59:46.578788Z [info ] Waiting for 1148.2183537483215 seconds [0:19:08.218354], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-08T05:59:46.595932Z [info ] Elapsed time: 4.076957702636719e-05 [0:00:00.000041] [timeout_sampler] 2026-07-08T05:59:46.613904Z [info ] Waiting for 1148.1829283237457 seconds [0:19:08.182928], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-08T05:59:46.632698Z [info ] Elapsed time: 4.887580871582031e-05 [0:00:00.000049] [timeout_sampler] 2026-07-08T05:59:46.649772Z [info ] Executing function fixture: skip_if_not_cpu_x86_raw_deployment [conftest] 2026-07-08T05:59:46.667563Z [info ] Executing function fixture: inference_request [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-08T05:59:46.702115Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-08T05:59:46.770693Z [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 PASSED2026-07-08T06:00:06.037109Z [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 ------------------------------------------------------- 2026-07-08T06:00:06.042505Z [info ] Delete InferenceService tinyllama-raw-cpu [ocp_resources InferenceService] 2026-07-08T06:00:06.088725Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-08T05:58:54Z', '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': '2026-07-08T05:58:54Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-08T05:58:55Z'}, {'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': '2026-07-08T05:59:44Z'}], 'name': 'tinyllama-raw-cpu', 'namespace': 'tinyllama-raw-cpu', 'resourceVersion': '19807641', 'uid': '002d26ed-1ca3-4d69-ad9e-c46fd5689070'}, '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': '2026-07-08T05:58:55Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-08T05:59:44Z', 'message': 'ReplicaSet "tinyllama-raw-cpu-predictor-5c955f5549" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-08T05:59:44Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-08T05:58:54Z', '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] 2026-07-08T06:00:06.119052Z [info ] Wait until InferenceService tinyllama-raw-cpu is deleted [ocp_resources InferenceService] 2026-07-08T06:00:06.119203Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T06:00:07.155661Z [info ] Elapsed time: 1.0174963474273682 [0:00:01.017496] [timeout_sampler] 2026-07-08T06:00:07.155929Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-08T06:00:07.191689Z [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': '2026-07-08T05:58:54Z', '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': '2026-07-08T05:58:54Z'}], 'name': 'vllm-runtime', 'namespace': 'tinyllama-raw-cpu', 'resourceVersion': '19806708', 'uid': '3df3b190-9056-44bc-a854-96bd21540531'}, '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] 2026-07-08T06:00:07.213527Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-08T06:00:07.213701Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T06:00:07.231903Z [info ] Elapsed time: 8.630752563476562e-05 [0:00:00.000086] [timeout_sampler] 2026-07-08T06:00:07.232134Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-08T06:00:07.266500Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'tinyllama-raw-cpu', 'uid': '88c74de3-6236-4da3-8778-6dfb168a8468', 'resourceVersion': '19806725', 'creationTimestamp': '2026-07-08T05:58:54Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-mdl59'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-08T05:58:54Z', '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-mdl59"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-08T05:58:54Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-mdl59'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-mdl59'}]} [ocp_resources ServiceAccount] 2026-07-08T06:00:07.289882Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-08T06:00:07.290131Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T06:00:07.310465Z [info ] Elapsed time: 4.649162292480469e-05 [0:00:00.000046] [timeout_sampler] 2026-07-08T06:00:07.310672Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-08T06:00:07.351654Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tinyllama-raw-cpu', 'uid': 'aba4b147-9acc-49ce-9e50-b26ba1756389', 'resourceVersion': '19806719', 'creationTimestamp': '2026-07-08T05:58:54Z', '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': '2026-07-08T05:58:54Z', '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] 2026-07-08T06:00:07.378343Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-08T06:00:07.378503Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T06:00:07.395882Z [info ] Elapsed time: 6.532669067382812e-05 [0:00:00.000065] [timeout_sampler] 2026-07-08T06:00:07.465124Z [info ] Delete Namespace tinyllama-raw-cpu [ocp_resources Namespace] 2026-07-08T06:00:07.499641Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tinyllama-raw-cpu', 'uid': '83be31f4-6538-4fab-95d3-1fed7b3fa7b5', 'resourceVersion': '19806689', 'creationTimestamp': '2026-07-08T05:58:54Z', '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,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': '2026-07-08T05:58:54Z', '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': '2026-07-08T05:58:54Z', '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': '2026-07-08T05:58:54Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-08T06:00:07.527725Z [info ] Wait until Namespace tinyllama-raw-cpu is deleted [ocp_resources Namespace] 2026-07-08T06:00:07.528032Z [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] 2026-07-08T06:00:16.705534Z [info ] Elapsed time: 9.157681941986084 [0:00:09.157682] [timeout_sampler]  ----------------------------- test_vllm_readiness_probe[test_vllm_opt_125m_raw_cpu_probes] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-08T06:00:16.708100Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-08T06:00:16.708236Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-08T06:00:16.708358Z [info ] Create Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-08T06:00:16.708478Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-probes'}, 'spec': {}} [ocp_resources Namespace] 2026-07-08T06:00:16.758177Z [info ] Wait for Namespace opt-125m-probes status to be Active [ocp_resources Namespace] 2026-07-08T06:00:16.758365Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-08T06:00:16.778431Z [info ] Status of Namespace opt-125m-probes is Active [ocp_resources Namespace] 2026-07-08T06:00:16.778595Z [info ] Elapsed time: 5.793571472167969e-05 [0:00:00.000058] [timeout_sampler] 2026-07-08T06:00:16.778728Z [info ] Executing class fixture: probes_serving_runtime [conftest] 2026-07-08T06:00:16.778849Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-08T06:00:16.856838Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-08T06:00:16.857062Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-08T06:00:16.857248Z [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] 2026-07-08T06:00:16.915159Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-08T06:00:16.915315Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-08T06:00:16.915480Z [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] 2026-07-08T06:00:16.960033Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-08T06:00:16.960173Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T06:00:16.981175Z [info ] Elapsed time: 3.719329833984375e-05 [0:00:00.000037] [timeout_sampler] 2026-07-08T06:00:16.981348Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-08T06:00:16.981498Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-08T06:00:16.981616Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-08T06:00:17.017857Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-08T06:00:17.018479Z [info ] Executing class fixture: vllm_probes_inference_service [conftest] 2026-07-08T06:00:17.041927Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-08T06:00:17.042124Z [info ] Create InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-08T06:00:17.042287Z [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] 2026-07-08T06:00:17.119211Z [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] 2026-07-08T06:00:17.118641Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T06:00:18.153092Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-08T06:00:18.206546Z [info ] Elapsed time: 1.0344552993774414 [0:00:01.034455] [timeout_sampler] 2026-07-08T06:00:18.225587Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-08T06:00:18.226319Z [info ] Waiting for 1199.999998807907 seconds [0:19:59.999999], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-08T06:02:29.423020Z [info ] Elapsed time: 131.11037039756775 [0:02:11.110370] [timeout_sampler] 2026-07-08T06:02:29.441407Z [info ] Waiting for 1067.677901983261 seconds [0:17:47.677902], 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] 2026-07-08T06:02:29.459316Z [info ] Elapsed time: 8.082389831542969e-05 [0:00:00.000081] [timeout_sampler] 2026-07-08T06:02:29.458791Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-08T06:02:29.514760Z [info ] Waiting for 1067.6042206287384 seconds [0:17:47.604221], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-08T06:02:29.533733Z [info ] Elapsed time: 6.341934204101562e-05 [0:00:00.000063] [timeout_sampler] 2026-07-08T06:02:29.533961Z [info ] Wait for Deployment opt-125m-probes-predictor to be deployed: True [ocp_resources Deployment] 2026-07-08T06:02:29.534136Z [info ] Waiting for 1067.5853157043457 seconds [0:17:47.585316], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-08T06:02:29.550640Z [info ] Elapsed time: 3.8623809814453125e-05 [0:00:00.000039] [timeout_sampler] 2026-07-08T06:02:29.550800Z [info ] Waiting for 1067.56831407547 seconds [0:17:47.568314], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-08T06:02:29.568758Z [info ] Elapsed time: 3.409385681152344e-05 [0:00:00.000034] [timeout_sampler] 2026-07-08T06:02:29.568913Z [info ] Wait for InferenceService/opt-125m-probes's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-08T06:02:29.569142Z [info ] Wait until InferenceService opt-125m-probes is created [ocp_resources InferenceService] 2026-07-08T06:02:29.569273Z [info ] Waiting for 1067.5502662658691 seconds [0:17:47.550266], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-08T06:02:29.588828Z [info ] Elapsed time: 3.0517578125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-08T06:02:29.589094Z [info ] Waiting for 1067.5302181243896 seconds [0:17:47.530218], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-08T06:02:29.605642Z [info ] Elapsed time: 3.24249267578125e-05 [0:00:00.000032] [timeout_sampler] 2026-07-08T06:02:29.622805Z [info ] Waiting for 1067.4962224960327 seconds [0:17:47.496222], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-08T06:02:29.639916Z [info ] Elapsed time: 4.863739013671875e-05 [0:00:00.000049] [timeout_sampler] 2026-07-08T06:02:29.657241Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-08T06:02:29.674537Z [info ] Executing function fixture: vllm_probes_pod_resource [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-08T06:02:29.768850Z [info ] Execute ['curl', '-s', '-o', '/dev/null', '-w', '%{http_code}', '--max-time', '15', 'http://localhost:8080/health'] on opt-125m-probes-predictor-75d4c45cc7-9742t (ip-10-0-1-76.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 -------------------------------------------------------- 2026-07-08T06:02:29.901107Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-08T06:02:29.917986Z [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 ------------------------------------------------------- 2026-07-08T06:02:30.279854Z [info ] Delete InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-08T06:02:30.321720Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-08T06:00:17Z', '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': '2026-07-08T06:00:17Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-08T06:00:17Z'}, {'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': '2026-07-08T06:02:26Z'}], 'name': 'opt-125m-probes', 'namespace': 'opt-125m-probes', 'resourceVersion': '19810508', 'uid': 'cf58419c-e072-494f-a1b6-4974cc45e200'}, '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': '2026-07-08T06:00:17Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-08T06:02:26Z', 'message': 'ReplicaSet "opt-125m-probes-predictor-75d4c45cc7" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-08T06:02:26Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-08T06:00:17Z', '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] 2026-07-08T06:02:30.346342Z [info ] Wait until InferenceService opt-125m-probes is deleted [ocp_resources InferenceService] 2026-07-08T06:02:30.346523Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T06:02:31.382720Z [info ] Elapsed time: 1.017655611038208 [0:00:01.017656] [timeout_sampler] 2026-07-08T06:02:31.382891Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-08T06:02:31.418467Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes', 'uid': '2a05900f-b7a4-4f49-86d8-5e47b295c2d3', 'resourceVersion': '19808364', 'creationTimestamp': '2026-07-08T06:00:16Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-frq2l'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-08T06:00:16Z', '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-frq2l"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-08T06:00:16Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-frq2l'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-frq2l'}]} [ocp_resources ServiceAccount] 2026-07-08T06:02:31.452932Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-08T06:02:31.453158Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T06:02:31.473638Z [info ] Elapsed time: 0.00013446807861328125 [0:00:00.000134] [timeout_sampler] 2026-07-08T06:02:31.473859Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-08T06:02:31.513817Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-probes', 'uid': '6d692322-e849-4716-812a-2b9583a9f755', 'resourceVersion': '19808358', 'creationTimestamp': '2026-07-08T06:00:16Z', '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': '2026-07-08T06:00:16Z', '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] 2026-07-08T06:02:31.541656Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-08T06:02:31.541878Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T06:02:31.559996Z [info ] Elapsed time: 0.0001347064971923828 [0:00:00.000135] [timeout_sampler] 2026-07-08T06:02:31.560215Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-08T06:02:31.598217Z [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': '2026-07-08T06:00:16Z', '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': '2026-07-08T06:00:16Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-probes', 'resourceVersion': '19808350', 'uid': '446197f6-90b8-4dd8-bb8b-a6491ce8dac2'}, '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] 2026-07-08T06:02:31.623577Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-08T06:02:31.623752Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T06:02:31.642614Z [info ] Elapsed time: 3.5762786865234375e-05 [0:00:00.000036] [timeout_sampler] 2026-07-08T06:02:31.714275Z [info ] Delete Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-08T06:02:31.751841Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-probes', 'uid': '18dc1774-b338-4f7c-8c8e-687d21defb58', 'resourceVersion': '19808337', 'creationTimestamp': '2026-07-08T06:00:16Z', '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:c33,c2', 'openshift.io/sa.scc.supplemental-groups': '1001060000/10000', 'openshift.io/sa.scc.uid-range': '1001060000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-08T06:00:16Z', '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': '2026-07-08T06:00:16Z', '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': '2026-07-08T06:00:16Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-08T06:02:31.783626Z [info ] Wait until Namespace opt-125m-probes is deleted [ocp_resources Namespace] 2026-07-08T06:02:31.783777Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-08T06:02:39.955405Z [info ] Elapsed time: 8.145789623260498 [0:00:08.145790] [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 479.56s (0:07:59) ============ =================================== 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 479.57s (0:07:59) ============