--- BVT pytest attempt 2026-07-07T18:58:46.157116+00:00 (/.local/bin/uv --directory /home/odh/opendatahub-tests...) --- 2026-07-07T18:58:48.062866Z [info ] Writing tests log to /home/odh/opendatahub-tests/results/pytest-tests.log [conftest] 2026-07-07T18:58:48.065386Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-07T18:58:48.185483Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-07T18:58:48.257324Z [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 -------------------------------------------------------- 2026-07-07T18:58:48.496097Z [info ] Executing session fixture: event_loop_policy [conftest] 2026-07-07T18:58:48.496276Z [info ] Executing session fixture: _syrupy_apply_ide_patches [conftest] 2026-07-07T18:58:48.496411Z [info ] Executing session fixture: admin_client [conftest] 2026-07-07T18:58:48.497544Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-07T18:58:48.497675Z [info ] Executing session fixture: dsc_resource [conftest] 2026-07-07T18:58:48.497787Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-07T18:58:48.583629Z [info ] Executing session fixture: tmp_path_factory [conftest] 2026-07-07T18:58:48.583855Z [info ] Executing session fixture: tests_tmp_dir [conftest] 2026-07-07T18:58:48.584901Z [info ] Executing session fixture: os_path_environment [conftest] 2026-07-07T18:58:48.585106Z [info ] Executing session fixture: tmpdir_factory [conftest] 2026-07-07T18:58:48.585290Z [info ] Executing session fixture: bin_directory [conftest] 2026-07-07T18:58:48.585942Z [info ] Executing session fixture: oc_binary_path [conftest] 2026-07-07T18:58:48.605780Z [info ] kind: ConsoleCLIDownload api version: console.openshift.io/v1 [ocp_resources.resource] 2026-07-07T18:58:48.645176Z [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 2026-07-07T18:58:48.645260Z [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 2026-07-07T18:58:49.393759Z [info ] Extract the downloaded archive. [utilities.infra] name=utilities.infra 2026-07-07T18:58:49.519543Z [info ] Downloaded file: ['oc']  [utilities.infra] name=utilities.infra 2026-07-07T18:58:49.538913Z [info ] Executing session fixture: bin_directory_to_os_path [conftest] 2026-07-07T18:58:49.537818Z [info ] OC binary path: /tmp/pytest-k76oHcnnfXFhU6JabmVWtg/bin0/oc [tests.conftest] name=tests.conftest 2026-07-07T18:58:49.537867Z [info ] Adding /tmp/pytest-k76oHcnnfXFhU6JabmVWtg/bin0 to $PATH [tests.conftest] name=tests.conftest 2026-07-07T18:58:49.539411Z [info ] Executing session fixture: nodes [conftest] 2026-07-07T18:58:50.981921Z [info ] Executing session fixture: dsci_resource [conftest] 2026-07-07T18:58:50.982114Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] 2026-07-07T18:58:51.002978Z [info ] Executing session fixture: record_testsuite_property [conftest] 2026-07-07T18:58:51.003263Z [info ] Executing session fixture: junitxml_plugin [conftest] 2026-07-07T18:58:51.003417Z [info ] Executing session fixture: cluster_sanity_scope_session [conftest] 2026-07-07T18:58:51.002517Z [info ] Check cluster sanity.  [utilities.infra] name=utilities.infra 2026-07-07T18:58:51.003709Z [info ] Verify all nodes are in a healthy condition. [ocp_utilities.infra] 2026-07-07T18:58:51.063699Z [info ] Verify all nodes are schedulable. [ocp_utilities.infra] 2026-07-07T18:58:51.124228Z [warning ] Skipping RHOAI resource checks, got --cluster-sanity-skip-rhoai-check [utilities.infra] name=utilities.infra 2026-07-07T18:58:51.126061Z [info ] Executing session fixture: autouse_fixtures [conftest] 2026-07-07T18:58:51.126327Z [info ] Executing session fixture: pytestconfig [conftest] 2026-07-07T18:58:51.126507Z [info ] Executing session fixture: teardown_resources [conftest] 2026-07-07T18:58:51.126657Z [info ] Executing session fixture: mlserver_runtime_image [conftest] 2026-07-07T18:58:51.126801Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-07T18:58:51.126942Z [info ] Create Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-07T18:58:51.127102Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'sklearn-modelcar'}, 'spec': {}} [ocp_resources Namespace] 2026-07-07T18:58:51.185293Z [info ] Wait for Namespace sklearn-modelcar status to be Active [ocp_resources Namespace] 2026-07-07T18:58:51.185448Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-07T18:58:51.215921Z [info ] Status of Namespace sklearn-modelcar is Active [ocp_resources Namespace] 2026-07-07T18:58:51.216090Z [info ] Elapsed time: 5.626678466796875e-05 [0:00:00.000056] [timeout_sampler] 2026-07-07T18:58:51.216214Z [info ] Executing class fixture: mlserver_serving_runtime [conftest] 2026-07-07T18:58:51.216334Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-07T18:58:51.369188Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-07T18:58:51.369437Z [info ] Create ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-07T18:58:51.369613Z [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] 2026-07-07T18:58:51.462740Z [info ] Executing class fixture: mlserver_model_car_inference_service [conftest] 2026-07-07T18:58:51.462915Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-07T18:58:51.463085Z [info ] Create InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-07T18:58:51.463214Z [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] 2026-07-07T18:58:51.608613Z [info ] Wait for InferenceService/sklearn-modelcar's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-07T18:58:51.608805Z [info ] Wait until InferenceService sklearn-modelcar is created [ocp_resources InferenceService] 2026-07-07T18:58:51.608948Z [info ] Waiting for 899.9999871253967 seconds [0:14:59.999987], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T18:58:51.639627Z [info ] Elapsed time: 0.00011730194091796875 [0:00:00.000117] [timeout_sampler] 2026-07-07T18:58:51.639981Z [info ] Waiting for 899.9689996242523 seconds [0:14:59.969000], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-07T18:59:08.002939Z [info ] Elapsed time: 16.34287714958191 [0:00:16.342877] [timeout_sampler] 2026-07-07T18:59:08.022926Z [info ] Waiting for 883.585697889328 seconds [0:14:43.585698], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-07T18:59:08.043308Z [info ] Elapsed time: 0.00013899803161621094 [0:00:00.000139] [timeout_sampler] 2026-07-07T18:59:08.062757Z [info ] Executing function fixture: snapshot [conftest] 2026-07-07T18:59:08.063884Z [info ] Executing function fixture: mlserver_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestMLServerModelCar.test_mlserver_model_car_inference[sklearn-modelcar-standard] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-07T18:59:08.406776Z [info ] Delete InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-07T18:59:08.451569Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'sklearn', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-07T18:58:51Z', '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': '2026-07-07T18:58:51Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-07T18:58:51Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:modelClass': {}}}, 'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-07T18:59:07Z'}], 'name': 'sklearn-modelcar', 'namespace': 'sklearn-modelcar', 'resourceVersion': '19149738', 'uid': '0c3f978e-6857-47b1-9358-94ef50cefbe3'}, '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': '2026-07-07T18:58:51Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-07T18:59:07Z', 'message': 'ReplicaSet "sklearn-modelcar-predictor-85d9fc9c5c" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-07T18:59:07Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-07T18:58:51Z', '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] 2026-07-07T18:59:08.480098Z [info ] Wait until InferenceService sklearn-modelcar is deleted [ocp_resources InferenceService] 2026-07-07T18:59:08.480274Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:09.525644Z [info ] Elapsed time: 1.0208790302276611 [0:00:01.020879] [timeout_sampler] 2026-07-07T18:59:09.525812Z [info ] Delete ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-07T18:59:09.569002Z [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': '2026-07-07T18:58:51Z', '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': '2026-07-07T18:58:51Z'}], 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar', 'resourceVersion': '19149381', 'uid': 'e52da994-b9d8-4536-8144-288d7d25fe1c'}, '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] 2026-07-07T18:59:09.595085Z [info ] Wait until ServingRuntime mlserver-runtime is deleted [ocp_resources ServingRuntime] 2026-07-07T18:59:09.595331Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:09.618818Z [info ] Elapsed time: 8.463859558105469e-05 [0:00:00.000085] [timeout_sampler] 2026-07-07T18:59:09.696707Z [info ] Delete Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-07T18:59:09.737673Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'sklearn-modelcar', 'uid': 'c74601a4-3a42-4225-85a5-892c4f68b4ec', 'resourceVersion': '19149360', 'creationTimestamp': '2026-07-07T18:58:51Z', '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:c48,c12', 'openshift.io/sa.scc.supplemental-groups': '1002280000/10000', 'openshift.io/sa.scc.uid-range': '1002280000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T18:58:51Z', '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': '2026-07-07T18:58:51Z', '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': '2026-07-07T18:58:51Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-07T18:59:09.766655Z [info ] Wait until Namespace sklearn-modelcar is deleted [ocp_resources Namespace] 2026-07-07T18:59:09.766827Z [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] 2026-07-07T18:59:19.995676Z [info ] Elapsed time: 10.206151723861694 [0:00:10.206152] [timeout_sampler]  ----------------------------- test_openvino_model_inference[onnx-standard-rest-deployment] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-07T18:59:19.997927Z [info ] Executing session fixture: aws_access_key_id [conftest] 2026-07-07T18:59:19.998281Z [info ] Executing session fixture: aws_secret_access_key [conftest] 2026-07-07T18:59:19.998533Z [info ] Executing session fixture: ci_s3_bucket_endpoint [conftest] 2026-07-07T18:59:19.998745Z [info ] Executing session fixture: valid_aws_config [conftest] 2026-07-07T18:59:20.052785Z [info ] AWS credentials validated successfully via STS GetCallerIdentity [tests.conftest] name=tests.conftest 2026-07-07T18:59:20.054768Z [info ] Executing session fixture: models_s3_bucket_name [conftest] 2026-07-07T18:59:20.054983Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-07T18:59:20.055134Z [info ] Executing session fixture: models_s3_bucket_region [conftest] 2026-07-07T18:59:20.055249Z [info ] Executing session fixture: models_s3_bucket_endpoint [conftest] 2026-07-07T18:59:20.055360Z [info ] Executing session fixture: gpu_count_on_cluster [conftest] 2026-07-07T18:59:20.130871Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-07T18:59:20.131097Z [info ] Create Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-07T18:59:20.131241Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'onnx-standard-rest'}, 'spec': {}} [ocp_resources Namespace] 2026-07-07T18:59:20.186832Z [info ] Wait for Namespace onnx-standard-rest status to be Active [ocp_resources Namespace] 2026-07-07T18:59:20.187055Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:20.217582Z [info ] Status of Namespace onnx-standard-rest is Active [ocp_resources Namespace] 2026-07-07T18:59:20.217770Z [info ] Elapsed time: 7.43865966796875e-05 [0:00:00.000074] [timeout_sampler] 2026-07-07T18:59:20.217911Z [info ] Executing class fixture: openvino_serving_runtime [conftest] 2026-07-07T18:59:20.218050Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-07T18:59:20.295849Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-07T18:59:20.296041Z [info ] Create ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-07T18:59:20.296262Z [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] 2026-07-07T18:59:20.362102Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-07T18:59:20.362354Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-07T18:59:20.362613Z [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] 2026-07-07T18:59:20.417130Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-07T18:59:20.417396Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:20.438470Z [info ] Elapsed time: 5.173683166503906e-05 [0:00:00.000052] [timeout_sampler] 2026-07-07T18:59:20.438781Z [info ] Executing class fixture: openvino_model_service_account [conftest] 2026-07-07T18:59:20.439095Z [info ] Create ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-07T18:59:20.439218Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-07T18:59:20.482505Z [info ] Executing class fixture: openvino_inference_service [conftest] 2026-07-07T18:59:20.503651Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-07T18:59:20.503994Z [info ] Create InferenceService onnx  [ocp_resources InferenceService] 2026-07-07T18:59:20.504145Z [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] 2026-07-07T18:59:20.606589Z [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] 2026-07-07T18:59:20.605766Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T18:59:21.649722Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T18:59:21.710360Z [info ] Elapsed time: 1.044050693511963 [0:00:01.044051] [timeout_sampler] 2026-07-07T18:59:21.731004Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-07T18:59:21.732077Z [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] 2026-07-07T18:59:42.036626Z [info ] Elapsed time: 20.206197261810303 [0:00:20.206197] [timeout_sampler] 2026-07-07T18:59:42.056988Z [info ] Waiting for 878.5494086742401 seconds [0:14:38.549409], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=onnx', 'client': , 'namespace': 'onnx-standard-rest'}) [timeout_sampler] 2026-07-07T18:59:42.057201Z [info ] kind: Deployment api version: apps/v1 [ocp_resources.resource] 2026-07-07T18:59:42.077921Z [info ] Elapsed time: 9.942054748535156e-05 [0:00:00.000099] [timeout_sampler] 2026-07-07T18:59:42.077348Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-07T18:59:42.141978Z [info ] Waiting for 878.4642350673676 seconds [0:14:38.464235], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-07T18:59:42.161461Z [info ] Elapsed time: 7.891654968261719e-05 [0:00:00.000079] [timeout_sampler] 2026-07-07T18:59:42.161682Z [info ] Wait for Deployment onnx-predictor to be deployed: True [ocp_resources Deployment] 2026-07-07T18:59:42.161796Z [info ] Waiting for 878.4447371959686 seconds [0:14:38.444737], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:42.181601Z [info ] Elapsed time: 3.0994415283203125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-07T18:59:42.181732Z [info ] Waiting for 878.4244918823242 seconds [0:14:38.424492], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-07T18:59:42.201963Z [info ] Elapsed time: 3.170967102050781e-05 [0:00:00.000032] [timeout_sampler] 2026-07-07T18:59:42.202218Z [info ] Wait for InferenceService/onnx's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-07T18:59:42.202362Z [info ] Wait until InferenceService onnx is created [ocp_resources InferenceService] 2026-07-07T18:59:42.202494Z [info ] Waiting for 878.4040999412537 seconds [0:14:38.404100], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:42.223753Z [info ] Elapsed time: 2.8848648071289062e-05 [0:00:00.000029] [timeout_sampler] 2026-07-07T18:59:42.223933Z [info ] Waiting for 878.3823425769806 seconds [0:14:38.382343], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-07T18:59:42.246558Z [info ] Elapsed time: 3.7670135498046875e-05 [0:00:00.000038] [timeout_sampler] 2026-07-07T18:59:42.266117Z [info ] Waiting for 878.3399562835693 seconds [0:14:38.339956], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-07T18:59:42.286530Z [info ] Elapsed time: 5.91278076171875e-05 [0:00:00.000059] [timeout_sampler] 2026-07-07T18:59:42.308864Z [info ] Executing class fixture: protocol [conftest] 2026-07-07T18:59:42.309064Z [info ] Executing function fixture: openvino_pod_resource [conftest] 2026-07-07T18:59:42.350585Z [info ] Executing function fixture: snapshot [conftest] 2026-07-07T18:59:42.351672Z [info ] Executing function fixture: openvino_response_snapshot [conftest] 2026-07-07T18:59:42.353009Z [info ] Executing function fixture: model_format [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOpenVINOModels.test_openvino_model_inference[onnx-standard-rest-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-07T18:59:42.605770Z [info ] Delete InferenceService onnx  [ocp_resources InferenceService] 2026-07-07T18:59:42.651480Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'openvino_ir', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-07T18:59:20Z', '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': '2026-07-07T18:59:20Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-07T18:59:20Z'}, {'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': '2026-07-07T18:59:32Z'}], 'name': 'onnx', 'namespace': 'onnx-standard-rest', 'resourceVersion': '19150378', 'uid': '4fc7a9c7-f4e0-4579-917c-b22e7649a467'}, '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': '2026-07-07T18:59:20Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-07T18:59:32Z', 'message': 'ReplicaSet "onnx-predictor-8557d44fc8" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-07T18:59:32Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-07T18:59:20Z', '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] 2026-07-07T18:59:42.678982Z [info ] Wait until InferenceService onnx is deleted [ocp_resources InferenceService] 2026-07-07T18:59:42.679228Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:43.719909Z [info ] Elapsed time: 1.0197491645812988 [0:00:01.019749] [timeout_sampler] 2026-07-07T18:59:43.720118Z [info ] Delete ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-07T18:59:43.762736Z [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': '2026-07-07T18:59:20Z', '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': '2026-07-07T18:59:20Z'}], 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest', 'resourceVersion': '19150080', 'uid': '6797451c-c79a-4354-a867-2d52ee02f235'}, '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] 2026-07-07T18:59:43.785948Z [info ] Wait until ServingRuntime openvino-runtime is deleted [ocp_resources ServingRuntime] 2026-07-07T18:59:43.786207Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:43.806664Z [info ] Elapsed time: 4.57763671875e-05 [0:00:00.000046] [timeout_sampler] 2026-07-07T18:59:43.806800Z [info ] Delete ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-07T18:59:43.846416Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest', 'uid': 'c4a115b6-2f83-4420-9c05-b87f3966d866', 'resourceVersion': '19150097', 'creationTimestamp': '2026-07-07T18:59:20Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'openvino-models-bucket-sa-dockercfg-5m9ql'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T18:59:20Z', '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-5m9ql"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-07T18:59:20Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'openvino-models-bucket-sa-dockercfg-5m9ql'}], 'imagePullSecrets': [{'name': 'openvino-models-bucket-sa-dockercfg-5m9ql'}]} [ocp_resources ServiceAccount] 2026-07-07T18:59:43.883874Z [info ] Wait until ServiceAccount openvino-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-07T18:59:43.884507Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:43.905355Z [info ] Elapsed time: 4.482269287109375e-05 [0:00:00.000045] [timeout_sampler] 2026-07-07T18:59:43.905507Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-07T18:59:43.951109Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'onnx-standard-rest', 'uid': '06de327d-0167-41bd-8de8-02ba3ee0b96a', 'resourceVersion': '19150086', 'creationTimestamp': '2026-07-07T18:59:20Z', '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': '2026-07-07T18:59:20Z', '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] 2026-07-07T18:59:43.982126Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-07T18:59:43.982278Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:44.003250Z [info ] Elapsed time: 0.00011205673217773438 [0:00:00.000112] [timeout_sampler] 2026-07-07T18:59:44.025117Z [info ] Delete Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-07T18:59:44.066183Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'onnx-standard-rest', 'uid': 'de54e118-0820-415c-bee4-25d703835d2a', 'resourceVersion': '19150066', 'creationTimestamp': '2026-07-07T18:59:20Z', '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:c48,c17', 'openshift.io/sa.scc.supplemental-groups': '1002290000/10000', 'openshift.io/sa.scc.uid-range': '1002290000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T18:59:20Z', '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': '2026-07-07T18:59:20Z', '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': '2026-07-07T18:59:20Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-07T18:59:44.100097Z [info ] Wait until Namespace onnx-standard-rest is deleted [ocp_resources Namespace] 2026-07-07T18:59:44.100250Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 2 of 9 completed, 2 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/openvino/test_ovms_smoke.py::TestOVMSSmokeInOpenShift::test_ovms_smoke_runs_in_openshift[ovms-smoke] 2026-07-07T18:59:53.306403Z [info ] Elapsed time: 9.181843519210815 [0:00:09.181844] [timeout_sampler]  ------------------------------------ test_ovms_smoke_runs_in_openshift[ovms-smoke] ------------------------------------ -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-07T18:59:53.306899Z [info ] Executing session fixture: ovms_runtime_image [conftest] 2026-07-07T18:59:53.307074Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-07T18:59:53.354890Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-07T18:59:53.355169Z [info ] Create Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-07T18:59:53.355302Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'ovms-smoke'}, 'spec': {}} [ocp_resources Namespace] 2026-07-07T18:59:53.417167Z [info ] Wait for Namespace ovms-smoke status to be Active [ocp_resources Namespace] 2026-07-07T18:59:53.417351Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:53.440613Z [info ] Status of Namespace ovms-smoke is Active [ocp_resources Namespace] 2026-07-07T18:59:53.442504Z [info ] Elapsed time: 5.1975250244140625e-05 [0:00:00.000052] [timeout_sampler] 2026-07-07T18:59:53.442673Z [info ] Executing class fixture: ovms_smoke_scripts_configmap [conftest] 2026-07-07T18:59:53.442831Z [info ] Create ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-07T18:59:53.442985Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ConfigMap', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke'}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-07T18:59:53.517119Z [info ] Executing class fixture: ovms_smoke_pod [conftest] 2026-07-07T18:59:53.517289Z [info ] Create Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-07T18:59:53.517451Z [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] 2026-07-07T18:59:53.675736Z [info ] Waiting for OVMS smoke Pod to complete [tests.model_serving.model_runtime.openvino.conftest] name=tests.model_serving.model_runtime.openvino.conftest 2026-07-07T18:59:53.676702Z [info ] Wait for Pod ovms-smoke-pod status to be Succeeded [ocp_resources Pod] 2026-07-07T18:59:53.676850Z [info ] Waiting for 300 seconds [0:05:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-07T18:59:53.700275Z [info ] Status of Pod ovms-smoke-pod is Pending [ocp_resources Pod] 2026-07-07T18:59:55.742946Z [info ] Status of Pod ovms-smoke-pod is Running [ocp_resources Pod] 2026-07-07T19:00:26.403770Z [info ] Status of Pod ovms-smoke-pod is Succeeded [ocp_resources Pod] 2026-07-07T19:00:26.404168Z [info ] Elapsed time: 32.69955325126648 [0:00:32.699553] [timeout_sampler] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOVMSSmokeInOpenShift.test_ovms_smoke_runs_in_openshift[ovms-smoke] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-07T19:00:26.427525Z [info ] Delete Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-07T19:00:26.476977Z [info ] Deleting {'kind': 'Pod', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke', 'uid': '765ad557-e700-484e-ba57-f4c0f73559af', 'resourceVersion': '19151460', 'generation': 1, 'creationTimestamp': '2026-07-07T18:59:53Z', 'labels': {'kyverno-add-imagepullsecret': 'was-here', 'kyverno-replace-image-registry': 'was-here'}, 'annotations': {'k8s.ovn.org/pod-networks': '{"default":{"ip_addresses":["10.128.0.160/23"],"mac_address":"0a:58:0a:80:00:a0","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":"10.128.0.160/23","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 "10.128.0.160"\n ],\n "mac": "0a:58:0a:80:00:a0",\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': '2026-07-07T18:59:53Z', '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': '2026-07-07T18:59:53Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.ovn.org/pod-networks': {}}}}, 'subresource': 'status'}, {'manager': 'multus-daemon', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-07T18:59:54Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.v1.cni.cncf.io/network-status': {}}}}, 'subresource': 'status'}, {'manager': 'kubelet', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-07T19:00:25Z', '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":"10.128.0.160"}': {'.': {}, 'f:ip': {}}}, 'f:startTime': {}}}, 'subresource': 'status'}]}, 'spec': {'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts', 'defaultMode': 420}}, {'name': 'kube-api-access-6tk6h', '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-6tk6h', 'readOnly': True, 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount'}], 'terminationMessagePath': '/dev/termination-log', 'terminationMessagePolicy': 'File', 'imagePullPolicy': 'IfNotPresent', 'securityContext': {'capabilities': {'drop': ['ALL']}, 'runAsUser': 1002300000, '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:c48,c22'}, 'seccompProfile': {'type': 'RuntimeDefault'}}, 'imagePullSecrets': [{'name': 'default-dockercfg-fbh5r'}, {'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': '2026-07-07T19:00:25Z'}, {'type': 'Initialized', 'observedGeneration': 1, 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-07T18:59:53Z', 'reason': 'PodCompleted'}, {'type': 'Ready', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-07T19:00:24Z', 'reason': 'PodCompleted'}, {'type': 'ContainersReady', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-07T19:00:24Z', 'reason': 'PodCompleted'}, {'type': 'PodScheduled', 'observedGeneration': 1, 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-07T18:59:53Z'}], 'hostIP': '10.0.1.76', 'hostIPs': [{'ip': '10.0.1.76'}], 'podIP': '10.128.0.160', 'podIPs': [{'ip': '10.128.0.160'}], 'startTime': '2026-07-07T18:59:53Z', 'containerStatuses': [{'name': 'ovms-smoke', 'state': {'terminated': {'exitCode': 0, 'reason': 'Completed', 'startedAt': '2026-07-07T18:59:54Z', 'finishedAt': '2026-07-07T19:00:23Z', 'containerID': 'cri-o://6ca0f124d5a4669af6efe7f539796644327e33e5cfa5db483f1db2bd6416347e'}}, '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://6ca0f124d5a4669af6efe7f539796644327e33e5cfa5db483f1db2bd6416347e', 'started': False, 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}, {'name': 'kube-api-access-6tk6h', 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}], 'user': {'linux': {'uid': 1002300000, 'gid': 0, 'supplementalGroups': [0]}}}], 'qosClass': 'BestEffort'}} [ocp_resources Pod] 2026-07-07T19:00:26.510707Z [info ] Wait until Pod ovms-smoke-pod is deleted [ocp_resources Pod] 2026-07-07T19:00:26.510928Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:00:26.536873Z [info ] Elapsed time: 0.0001125335693359375 [0:00:00.000113] [timeout_sampler] 2026-07-07T19:00:26.537069Z [info ] Delete ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-07T19:00:26.579976Z [info ] Deleting {'kind': 'ConfigMap', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke', 'uid': '150889d1-9722-4205-9819-35add67a582d', 'resourceVersion': '19150822', 'creationTimestamp': '2026-07-07T18:59:53Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-07T18:59:53Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:ovms_smoketest.py': {}, 'f:smoke.py': {}}}}]}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-07T19:00:26.606156Z [info ] Wait until ConfigMap ovms-smoke-scripts is deleted [ocp_resources ConfigMap] 2026-07-07T19:00:26.606312Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:00:26.626560Z [info ] Elapsed time: 5.078315734863281e-05 [0:00:00.000051] [timeout_sampler] 2026-07-07T19:00:26.646423Z [info ] Delete Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-07T19:00:26.687757Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke', 'uid': '85c7a27e-9292-4c12-a365-ce0a3cba9704', 'resourceVersion': '19150815', 'creationTimestamp': '2026-07-07T18:59:53Z', '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:c48,c22', 'openshift.io/sa.scc.supplemental-groups': '1002300000/10000', 'openshift.io/sa.scc.uid-range': '1002300000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T18:59:53Z', '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': '2026-07-07T18:59:53Z', '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': '2026-07-07T18:59:53Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-07T19:00:26.719689Z [info ] Wait until Namespace ovms-smoke is deleted [ocp_resources Namespace] 2026-07-07T19:00:26.719884Z [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] 2026-07-07T19:00:37.024139Z [info ] Elapsed time: 10.281400918960571 [0:00:10.281401] [timeout_sampler]  ---------------------------- test_tensorflow_inference[tensorflow-standard-rest-deployment] ---------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-07T19:00:37.031539Z [info ] Executing session fixture: root_dir [conftest] 2026-07-07T19:00:37.031675Z [info ] Executing session fixture: triton_runtime_image [conftest] 2026-07-07T19:00:37.031791Z [info ] Executing session fixture: supported_accelerator_type [conftest] 2026-07-07T19:00:37.031903Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-07T19:00:37.032012Z [info ] Executing class fixture: triton_rest_serving_runtime_template [conftest] 2026-07-07T19:00:37.032166Z [info ] Create Template triton-rest-runtime-template [ocp_resources Template] 2026-07-07T19:00:37.032288Z [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] 2026-07-07T19:00:37.086536Z [info ] Executing class fixture: triton_grpc_serving_runtime_template [conftest] 2026-07-07T19:00:37.086703Z [info ] Create Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-07T19:00:37.086864Z [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] 2026-07-07T19:00:37.139885Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-07T19:00:37.140079Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-07T19:00:37.140243Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-07T19:00:37.195816Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-07T19:00:37.196018Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-07T19:00:37.219815Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-07T19:00:37.220001Z [info ] Elapsed time: 6.532669067382812e-05 [0:00:00.000065] [timeout_sampler] 2026-07-07T19:00:37.220184Z [info ] Executing class fixture: protocol [conftest] 2026-07-07T19:00:37.220325Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-07T19:00:37.290020Z [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] 2026-07-07T19:00:37.290324Z [info ] Create ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-07T19:00:37.290499Z [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] 2026-07-07T19:00:37.356541Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-07T19:00:37.356724Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-07T19:00:37.356887Z [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] 2026-07-07T19:00:37.419255Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-07T19:00:37.419546Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T19:00:37.440166Z [info ] Elapsed time: 5.817413330078125e-05 [0:00:00.000058] [timeout_sampler] 2026-07-07T19:00:37.440420Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-07T19:00:37.440896Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-07T19:00:37.441015Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-07T19:00:37.482126Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-07T19:00:37.502986Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-07T19:00:37.503219Z [info ] Create InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-07T19:00:37.503389Z [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] 2026-07-07T19:00:37.581661Z [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] 2026-07-07T19:00:37.580988Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T19:00:38.621481Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T19:00:38.681852Z [info ] Elapsed time: 1.040759563446045 [0:00:01.040760] [timeout_sampler] 2026-07-07T19:00:38.702285Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-07T19:00:38.703375Z [info ] Waiting for 599.9999871253967 seconds [0:09:59.999987], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler] 2026-07-07T19:00:59.013998Z [info ] Elapsed time: 20.209614276885986 [0:00:20.209614] [timeout_sampler] 2026-07-07T19:00:59.033739Z [info ] Waiting for 578.5475647449493 seconds [0:09:38.547565], 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] 2026-07-07T19:00:59.054240Z [info ] Elapsed time: 8.535385131835938e-05 [0:00:00.000085] [timeout_sampler] 2026-07-07T19:00:59.053715Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-07T19:00:59.118354Z [info ] Waiting for 578.4628555774689 seconds [0:09:38.462856], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-07T19:00:59.138737Z [info ] Elapsed time: 7.104873657226562e-05 [0:00:00.000071] [timeout_sampler] 2026-07-07T19:00:59.138904Z [info ] Wait for Deployment tensorflow-standard-rest-predictor to be deployed: True [ocp_resources Deployment] 2026-07-07T19:00:59.139154Z [info ] Waiting for 578.4424097537994 seconds [0:09:38.442410], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-07T19:00:59.158593Z [info ] Elapsed time: 3.2901763916015625e-05 [0:00:00.000033] [timeout_sampler] 2026-07-07T19:00:59.158758Z [info ] Waiting for 578.4225282669067 seconds [0:09:38.422528], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-07T19:00:59.179093Z [info ] Elapsed time: 3.4809112548828125e-05 [0:00:00.000035] [timeout_sampler] 2026-07-07T19:00:59.179324Z [info ] Wait for InferenceService/tensorflow-standard-rest's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-07T19:00:59.179446Z [info ] Wait until InferenceService tensorflow-standard-rest is created [ocp_resources InferenceService] 2026-07-07T19:00:59.179554Z [info ] Waiting for 578.4020745754242 seconds [0:09:38.402075], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T19:00:59.199093Z [info ] Elapsed time: 2.8848648071289062e-05 [0:00:00.000029] [timeout_sampler] 2026-07-07T19:00:59.199223Z [info ] Waiting for 578.3820412158966 seconds [0:09:38.382041], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-07T19:00:59.219768Z [info ] Elapsed time: 3.6716461181640625e-05 [0:00:00.000037] [timeout_sampler] 2026-07-07T19:00:59.239924Z [info ] Waiting for 578.3411555290222 seconds [0:09:38.341156], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-07T19:00:59.259866Z [info ] Elapsed time: 4.601478576660156e-05 [0:00:00.000046] [timeout_sampler] 2026-07-07T19:00:59.279933Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-07T19:00:59.321803Z [info ] Executing function fixture: snapshot [conftest] 2026-07-07T19:00:59.323287Z [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 -------------------------------------------------------- 2026-07-07T19:01:02.445407Z [info ] Delete InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-07T19:01:02.490285Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-07T19:00:37Z', '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': '2026-07-07T19:00:37Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-07T19:00:37Z'}, {'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': '2026-07-07T19:00:50Z'}], 'name': 'tensorflow-standard-rest', 'namespace': 'tensorflow-standard', 'resourceVersion': '19152028', 'uid': '59a93dab-5246-4a92-83b9-9171eedced8f'}, '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': '2026-07-07T19:00:37Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-07T19:00:50Z', 'message': 'ReplicaSet "tensorflow-standard-rest-predictor-6f846cb87f" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-07T19:00:50Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-07T19:00:37Z', '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] 2026-07-07T19:01:02.516556Z [info ] Wait until InferenceService tensorflow-standard-rest is deleted [ocp_resources InferenceService] 2026-07-07T19:01:02.516713Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:03.558135Z [info ] Elapsed time: 1.0202462673187256 [0:00:01.020246] [timeout_sampler] 2026-07-07T19:01:03.558343Z [info ] Delete ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-07T19:01:03.601675Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-07T19:00:37Z', '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': '2026-07-07T19:00:37Z'}], 'name': 'triton-rest-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '19151719', 'uid': '49dd93ac-eb25-497e-a011-cebe0646e9aa'}, '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] 2026-07-07T19:01:03.625783Z [info ] Wait until ServingRuntime triton-rest-runtime is deleted [ocp_resources ServingRuntime] 2026-07-07T19:01:03.625962Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:03.646552Z [info ] Elapsed time: 8.225440979003906e-05 [0:00:00.000082] [timeout_sampler] 2026-07-07T19:01:03.646739Z [info ] Executing class fixture: protocol [conftest] 2026-07-07T19:01:03.646888Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-07T19:01:03.647064Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-07T19:01:03.698840Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-07T19:01:03.699018Z [info ] Create ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-07T19:01:03.699246Z [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] 2026-07-07T19:01:03.748780Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-07T19:01:03.769766Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-07T19:01:03.769942Z [info ] Create InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-07T19:01:03.770161Z [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] 2026-07-07T19:01:03.845767Z [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] 2026-07-07T19:01:03.844913Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T19:01:04.885677Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T19:01:04.944343Z [info ] Elapsed time: 1.04085373878479 [0:00:01.040854] [timeout_sampler] 2026-07-07T19:01:04.964794Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-07T19:01:04.965591Z [info ] Waiting for 599.9999978542328 seconds [0:09:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-grpc-runtime'}) [timeout_sampler] 2026-07-07T19:01:15.170996Z [info ] Elapsed time: 10.105862855911255 [0:00:10.105863] [timeout_sampler] 2026-07-07T19:01:15.192256Z [info ] Waiting for 588.6531031131744 seconds [0:09:48.653103], 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] 2026-07-07T19:01:15.213125Z [info ] Elapsed time: 0.0001266002655029297 [0:00:00.000127] [timeout_sampler] 2026-07-07T19:01:15.212585Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-07T19:01:15.275231Z [info ] Waiting for 588.5701320171356 seconds [0:09:48.570132], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-07T19:01:15.295535Z [info ] Elapsed time: 0.00011920928955078125 [0:00:00.000119] [timeout_sampler] 2026-07-07T19:01:15.295700Z [info ] Wait for Deployment tensorflow-standard-grpc-predictor to be deployed: True [ocp_resources Deployment] 2026-07-07T19:01:15.295831Z [info ] Waiting for 588.5496561527252 seconds [0:09:48.549656], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:15.316522Z [info ] Elapsed time: 3.0517578125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-07T19:01:15.316714Z [info ] Waiting for 588.5286448001862 seconds [0:09:48.528645], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-07T19:01:15.336898Z [info ] Elapsed time: 3.1948089599609375e-05 [0:00:00.000032] [timeout_sampler] 2026-07-07T19:01:15.337045Z [info ] Wait for InferenceService/tensorflow-standard-grpc's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-07T19:01:15.337228Z [info ] Wait until InferenceService tensorflow-standard-grpc is created [ocp_resources InferenceService] 2026-07-07T19:01:15.337350Z [info ] Waiting for 588.508350610733 seconds [0:09:48.508351], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:15.358005Z [info ] Elapsed time: 3.647804260253906e-05 [0:00:00.000036] [timeout_sampler] 2026-07-07T19:01:15.358234Z [info ] Waiting for 588.4875626564026 seconds [0:09:48.487563], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-07T19:01:15.383164Z [info ] Elapsed time: 6.389617919921875e-05 [0:00:00.000064] [timeout_sampler] 2026-07-07T19:01:15.403961Z [info ] Waiting for 588.4414823055267 seconds [0:09:48.441482], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-07T19:01:15.424107Z [info ] Elapsed time: 8.821487426757812e-05 [0:00:00.000088] [timeout_sampler] 2026-07-07T19:01:15.444587Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-07T19:01:15.487153Z [info ] Executing function fixture: snapshot [conftest] 2026-07-07T19:01:15.487339Z [info ] Executing function fixture: triton_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-07T19:01:15Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed [2026-07-07T19:01:16Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed [2026-07-07T19:01:18Z ERROR portforward::portforward] failed to forward connection: failed to send a WebSocket message: WebSocket protocol error: Sending after closing is not allowed [2026-07-07T19:01:21Z 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 2026-07-07T19:01:25.668453Z [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 ------------------------------------------------------- 2026-07-07T19:01:25.668750Z [info ] Delete InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-07T19:01:25.716896Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-07T19:01:03Z', '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: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': '2026-07-07T19:01:03Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-07T19:01:03Z'}, {'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': '2026-07-07T19:01:14Z'}], 'name': 'tensorflow-standard-grpc', 'namespace': 'tensorflow-standard', 'resourceVersion': '19152517', 'uid': '1f11a6fa-713d-4e3e-a7d8-c56f8e17439d'}, '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': '2026-07-07T19:01:04Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-07T19:01:14Z', 'message': 'ReplicaSet "tensorflow-standard-grpc-predictor-5d5bd5d8df" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-07T19:01:14Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-07T19:01:04Z', '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] 2026-07-07T19:01:25.744481Z [info ] Wait until InferenceService tensorflow-standard-grpc is deleted [ocp_resources InferenceService] 2026-07-07T19:01:25.744613Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:26.786171Z [info ] Elapsed time: 1.0204322338104248 [0:00:01.020432] [timeout_sampler] 2026-07-07T19:01:26.786374Z [info ] Delete ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-07T19:01:26.828183Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-07T19:01:03Z', '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': '2026-07-07T19:01:03Z'}], 'name': 'triton-grpc-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '19152268', 'uid': '7607d096-5ade-40fb-8f20-a32cfd4902d1'}, '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] 2026-07-07T19:01:26.851837Z [info ] Wait until ServingRuntime triton-grpc-runtime is deleted [ocp_resources ServingRuntime] 2026-07-07T19:01:26.852052Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:26.872787Z [info ] Elapsed time: 4.38690185546875e-05 [0:00:00.000044] [timeout_sampler] 2026-07-07T19:01:26.872945Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-07T19:01:26.913821Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '21dffe34-1bab-40d0-b564-2d9426c09b64', 'resourceVersion': '19151737', 'creationTimestamp': '2026-07-07T19:00:37Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-p86c8'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T19:00:37Z', '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-p86c8"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-07T19:00:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-p86c8'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-p86c8'}]} [ocp_resources ServiceAccount] 2026-07-07T19:01:26.968768Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-07T19:01:26.968937Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:26.989851Z [info ] Elapsed time: 9.036064147949219e-05 [0:00:00.000090] [timeout_sampler] 2026-07-07T19:01:26.990006Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-07T19:01:27.035373Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': '3ce39e8c-241f-4067-b2a1-c4cf8bcafe5b', 'resourceVersion': '19151728', 'creationTimestamp': '2026-07-07T19:00:37Z', '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': '2026-07-07T19:00:37Z', '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] 2026-07-07T19:01:27.063843Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-07T19:01:27.064127Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:27.084619Z [info ] Elapsed time: 4.57763671875e-05 [0:00:00.000046] [timeout_sampler] 2026-07-07T19:01:27.161820Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-07T19:01:27.204880Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '9642cdb1-6b08-4fdf-bf13-8f049dab6912', 'resourceVersion': '19151707', 'creationTimestamp': '2026-07-07T19:00:37Z', '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:c48,c27', 'openshift.io/sa.scc.supplemental-groups': '1002310000/10000', 'openshift.io/sa.scc.uid-range': '1002310000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T19:00:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T19:00:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-07T19:00:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-07T19:01:27.235855Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-07T19:01:27.236097Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:37.463259Z [info ] Elapsed time: 10.205581426620483 [0:00:10.205581] [timeout_sampler] 2026-07-07T19:01:37.463518Z [info ] Delete Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-07T19:01:37.512197Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'f9829a4e-56d2-4123-92b0-597e1828176b', 'resourceVersion': '19151685', 'creationTimestamp': '2026-07-07T19:00:37Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-07T19:00:37Z', '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] 2026-07-07T19:01:37.540101Z [info ] Wait until Template triton-grpc-runtime-template is deleted [ocp_resources Template] 2026-07-07T19:01:37.540267Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:37.562017Z [info ] Elapsed time: 3.910064697265625e-05 [0:00:00.000039] [timeout_sampler] 2026-07-07T19:01:37.562196Z [info ] Delete Template triton-rest-runtime-template [ocp_resources Template] 2026-07-07T19:01:37.609309Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'd95de159-b51b-4806-8e59-bbfdc08b4184', 'resourceVersion': '19151680', 'creationTimestamp': '2026-07-07T19:00:37Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-07T19:00:37Z', '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] 2026-07-07T19:01:37.637346Z [info ] Wait until Template triton-rest-runtime-template is deleted [ocp_resources Template] 2026-07-07T19:01:37.637509Z [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] 2026-07-07T19:01:37.660262Z [info ] Elapsed time: 4.458427429199219e-05 [0:00:00.000045] [timeout_sampler]  -------------------------------- test_vllm_cpu_x86_inference[facebook-opt-125m-raw-cpu] -------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-07T19:01:37.664649Z [info ] Executing session fixture: skip_if_no_supported_cpu_x86_accelerator_type [conftest] 2026-07-07T19:01:37.664957Z [info ] Executing session fixture: vllm_runtime_image [conftest] 2026-07-07T19:01:37.665313Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-07T19:01:37.665515Z [info ] Executing session fixture: registry_pull_secret [conftest] 2026-07-07T19:01:37.665728Z [info ] Executing session fixture: registry_host [conftest] 2026-07-07T19:01:37.665886Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-07T19:01:37.666099Z [info ] Create Namespace opt-125m-raw-cpu [ocp_resources Namespace] 2026-07-07T19:01:37.666275Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-raw-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-07T19:01:37.722008Z [info ] Wait for Namespace opt-125m-raw-cpu status to be Active [ocp_resources Namespace] 2026-07-07T19:01:37.722247Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:37.748795Z [info ] Status of Namespace opt-125m-raw-cpu is Active [ocp_resources Namespace] 2026-07-07T19:01:37.748952Z [info ] Elapsed time: 4.0531158447265625e-05 [0:00:00.000041] [timeout_sampler] 2026-07-07T19:01:37.749200Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-07T19:01:37.749354Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-07T19:01:37.829852Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-07T19:01:37.830046Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-07T19:01:37.830237Z [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] 2026-07-07T19:01:37.886729Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-07T19:01:37.886899Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-07T19:01:37.887114Z [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] 2026-07-07T19:01:37.936892Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-07T19:01:37.937157Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T19:01:37.959483Z [info ] Elapsed time: 3.1948089599609375e-05 [0:00:00.000032] [timeout_sampler] 2026-07-07T19:01:37.959634Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-07T19:01:37.959874Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-07T19:01:37.960049Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-raw-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-07T19:01:38.000292Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-07T19:01:38.000454Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-07T19:01:38.021918Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-07T19:01:38.022124Z [info ] Create InferenceService opt-125m-raw-cpu [ocp_resources InferenceService] 2026-07-07T19:01:38.022286Z [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] 2026-07-07T19:01:38.118155Z [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] 2026-07-07T19:01:38.117720Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T19:01:39.160263Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T19:01:39.218128Z [info ] Elapsed time: 1.0425546169281006 [0:00:01.042555] [timeout_sampler] 2026-07-07T19:01:39.238254Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-07T19:01:39.239067Z [info ] Waiting for 1199.9999990463257 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] 2026-07-07T19:02:29.876136Z [info ] Elapsed time: 50.52701425552368 [0:00:50.527014] [timeout_sampler] 2026-07-07T19:02:29.900757Z [info ] Waiting for 1148.2174170017242 seconds [0:19:08.217417], 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] 2026-07-07T19:02:29.926925Z [info ] Elapsed time: 6.0558319091796875e-05 [0:00:00.000061] [timeout_sampler] 2026-07-07T19:02:29.926568Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-07T19:02:30.003469Z [info ] Waiting for 1148.1149263381958 seconds [0:19:08.114926], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-07T19:02:30.024245Z [info ] Elapsed time: 0.000102996826171875 [0:00:00.000103] [timeout_sampler] 2026-07-07T19:02:30.024417Z [info ] Wait for Deployment opt-125m-raw-cpu-predictor to be deployed: True [ocp_resources Deployment] 2026-07-07T19:02:30.024576Z [info ] Waiting for 1148.0938799381256 seconds [0:19:08.093880], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-07T19:02:30.049200Z [info ] Elapsed time: 2.9087066650390625e-05 [0:00:00.000029] [timeout_sampler] 2026-07-07T19:02:30.049336Z [info ] Waiting for 1148.068898677826 seconds [0:19:08.068899], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-07T19:02:30.072684Z [info ] Elapsed time: 2.956390380859375e-05 [0:00:00.000030] [timeout_sampler] 2026-07-07T19:02:30.072853Z [info ] Wait for InferenceService/opt-125m-raw-cpu's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-07T19:02:30.073001Z [info ] Wait until InferenceService opt-125m-raw-cpu is created [ocp_resources InferenceService] 2026-07-07T19:02:30.073227Z [info ] Waiting for 1148.0454540252686 seconds [0:19:08.045454], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T19:02:30.095517Z [info ] Elapsed time: 2.7418136596679688e-05 [0:00:00.000027] [timeout_sampler] 2026-07-07T19:02:30.095680Z [info ] Waiting for 1148.022781610489 seconds [0:19:08.022782], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-07T19:02:30.118793Z [info ] Elapsed time: 5.91278076171875e-05 [0:00:00.000059] [timeout_sampler] 2026-07-07T19:02:30.152477Z [info ] Waiting for 1147.9658374786377 seconds [0:19:07.965837], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-07T19:02:30.175658Z [info ] Elapsed time: 9.274482727050781e-05 [0:00:00.000093] [timeout_sampler] 2026-07-07T19:02:30.198699Z [info ] Executing function fixture: skip_if_not_cpu_x86_raw_deployment [conftest] 2026-07-07T19:02:30.223248Z [info ] Executing function fixture: inference_request [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-07T19:02:30.269354Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-07T19:02:30.368151Z [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 2026-07-07T19:02:30.369872Z [info ] kind: Infrastructure api version: config.openshift.io/v1 [ocp_resources.resource] 2026-07-07T19:02:30.416661Z [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 2026-07-07T19:02:30.416784Z [info ] Running on managed cluster, not using ca bundle [utilities.certificates_utils] name=utilities.certificates_utils PASSED2026-07-07T19:02:46.389286Z [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 ------------------------------------------------------- 2026-07-07T19:02:46.392660Z [info ] Delete InferenceService opt-125m-raw-cpu [ocp_resources InferenceService] 2026-07-07T19:02:46.446697Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-07T19:01:38Z', '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': '2026-07-07T19:01:38Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-07T19:01:38Z'}, {'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': '2026-07-07T19:02:22Z'}], 'name': 'opt-125m-raw-cpu', 'namespace': 'opt-125m-raw-cpu', 'resourceVersion': '19153883', 'uid': '4d381a30-308e-4d29-ba71-466540e11929'}, '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': '2026-07-07T19:01:38Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-07T19:02:22Z', 'message': 'ReplicaSet "opt-125m-raw-cpu-predictor-5b46fcbc75" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-07T19:02:22Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-07T19:01:38Z', '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] 2026-07-07T19:02:46.473460Z [info ] Wait until InferenceService opt-125m-raw-cpu is deleted [ocp_resources InferenceService] 2026-07-07T19:02:46.473628Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:02:47.516788Z [info ] Elapsed time: 1.0216526985168457 [0:00:01.021653] [timeout_sampler] 2026-07-07T19:02:47.516944Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-07T19:02:47.558617Z [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': '2026-07-07T19:01:37Z', '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': '2026-07-07T19:01:37Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-raw-cpu', 'resourceVersion': '19153061', 'uid': '2ee1ee62-54de-4074-8b31-84ebd5f9f3a9'}, '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] 2026-07-07T19:02:47.584250Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-07T19:02:47.584424Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:02:47.607436Z [info ] Elapsed time: 3.600120544433594e-05 [0:00:00.000036] [timeout_sampler] 2026-07-07T19:02:47.607663Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-07T19:02:47.649558Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-raw-cpu', 'uid': '96113d34-3e3e-46a8-ba0d-fdb4a7f45ad7', 'resourceVersion': '19153074', 'creationTimestamp': '2026-07-07T19:01:37Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-pdqnw'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T19:01:37Z', '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-pdqnw"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-07T19:01:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-pdqnw'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-pdqnw'}]} [ocp_resources ServiceAccount] 2026-07-07T19:02:47.676599Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-07T19:02:47.676767Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:02:47.701544Z [info ] Elapsed time: 5.1975250244140625e-05 [0:00:00.000052] [timeout_sampler] 2026-07-07T19:02:47.701694Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-07T19:02:47.747010Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-raw-cpu', 'uid': '46db63bc-0513-417b-b95e-fb113caa54b9', 'resourceVersion': '19153071', 'creationTimestamp': '2026-07-07T19:01:37Z', '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': '2026-07-07T19:01:37Z', '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] 2026-07-07T19:02:47.776256Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-07T19:02:47.776429Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:02:47.797068Z [info ] Elapsed time: 7.677078247070312e-05 [0:00:00.000077] [timeout_sampler] 2026-07-07T19:02:47.874594Z [info ] Delete Namespace opt-125m-raw-cpu [ocp_resources Namespace] 2026-07-07T19:02:47.916383Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-raw-cpu', 'uid': '4391eed1-7db7-410d-bee1-a1e1352fe8f1', 'resourceVersion': '19153047', 'creationTimestamp': '2026-07-07T19:01:37Z', '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:c48,c32', 'openshift.io/sa.scc.supplemental-groups': '1002320000/10000', 'openshift.io/sa.scc.uid-range': '1002320000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T19:01:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T19:01:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-07T19:01:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-07T19:02:47.951443Z [info ] Wait until Namespace opt-125m-raw-cpu is deleted [ocp_resources Namespace] 2026-07-07T19:02:47.951623Z [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] 2026-07-07T19:02:57.160126Z [info ] Elapsed time: 9.184768438339233 [0:00:09.184768] [timeout_sampler]  ------------------------------- test_vllm_cpu_x86_inference[tinyllama-1-1b-chat-raw-cpu] ------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-07T19:02:57.160838Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-07T19:02:57.160983Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-07T19:02:57.161165Z [info ] Create Namespace tinyllama-raw-cpu [ocp_resources Namespace] 2026-07-07T19:02:57.161289Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tinyllama-raw-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-07T19:02:57.221531Z [info ] Wait for Namespace tinyllama-raw-cpu status to be Active [ocp_resources Namespace] 2026-07-07T19:02:57.221706Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-07T19:02:57.256341Z [info ] Status of Namespace tinyllama-raw-cpu is Active [ocp_resources Namespace] 2026-07-07T19:02:57.256496Z [info ] Elapsed time: 7.748603820800781e-05 [0:00:00.000077] [timeout_sampler] 2026-07-07T19:02:57.256634Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-07T19:02:57.256763Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-07T19:02:57.322222Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-07T19:02:57.322378Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-07T19:02:57.322533Z [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] 2026-07-07T19:02:57.381298Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-07T19:02:57.381464Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-07T19:02:57.381638Z [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] 2026-07-07T19:02:57.432858Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-07T19:02:57.433055Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T19:02:57.454955Z [info ] Elapsed time: 3.337860107421875e-05 [0:00:00.000033] [timeout_sampler] 2026-07-07T19:02:57.455250Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-07T19:02:57.455383Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-07T19:02:57.455525Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'tinyllama-raw-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-07T19:02:57.498743Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-07T19:02:57.498914Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-07T19:02:57.521313Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-07T19:02:57.521461Z [info ] Create InferenceService tinyllama-raw-cpu [ocp_resources InferenceService] 2026-07-07T19:02:57.521612Z [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] 2026-07-07T19:02:57.607924Z [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] 2026-07-07T19:02:57.607426Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T19:02:58.654766Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T19:02:58.712903Z [info ] Elapsed time: 1.0473291873931885 [0:00:01.047329] [timeout_sampler] 2026-07-07T19:02:58.733318Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-07T19:02:58.733955Z [info ] Waiting for 1199.9999990463257 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] 2026-07-07T19:03:49.363874Z [info ] Elapsed time: 50.52826452255249 [0:00:50.528265] [timeout_sampler] 2026-07-07T19:03:49.384550Z [info ] Waiting for 1148.2236762046814 seconds [0:19:08.223676], 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] 2026-07-07T19:03:49.405253Z [info ] Elapsed time: 0.0001289844512939453 [0:00:00.000129] [timeout_sampler] 2026-07-07T19:03:49.404538Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-07T19:03:49.467255Z [info ] Waiting for 1148.140952348709 seconds [0:19:08.140952], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-07T19:03:49.487813Z [info ] Elapsed time: 0.00012803077697753906 [0:00:00.000128] [timeout_sampler] 2026-07-07T19:03:49.488038Z [info ] Wait for Deployment tinyllama-raw-cpu-predictor to be deployed: True [ocp_resources Deployment] 2026-07-07T19:03:49.488207Z [info ] Waiting for 1148.1202688217163 seconds [0:19:08.120269], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-07T19:03:49.508418Z [info ] Elapsed time: 3.910064697265625e-05 [0:00:00.000039] [timeout_sampler] 2026-07-07T19:03:49.508621Z [info ] Waiting for 1148.099701166153 seconds [0:19:08.099701], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-07T19:03:49.529917Z [info ] Elapsed time: 4.601478576660156e-05 [0:00:00.000046] [timeout_sampler] 2026-07-07T19:03:49.530147Z [info ] Wait for InferenceService/tinyllama-raw-cpu's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-07T19:03:49.530312Z [info ] Wait until InferenceService tinyllama-raw-cpu is created [ocp_resources InferenceService] 2026-07-07T19:03:49.530466Z [info ] Waiting for 1148.078173160553 seconds [0:19:08.078173], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T19:03:49.553346Z [info ] Elapsed time: 3.7670135498046875e-05 [0:00:00.000038] [timeout_sampler] 2026-07-07T19:03:49.553643Z [info ] Waiting for 1148.0547890663147 seconds [0:19:08.054789], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-07T19:03:49.575688Z [info ] Elapsed time: 5.221366882324219e-05 [0:00:00.000052] [timeout_sampler] 2026-07-07T19:03:49.596523Z [info ] Waiting for 1148.011719942093 seconds [0:19:08.011720], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-07T19:03:49.616965Z [info ] Elapsed time: 0.00011873245239257812 [0:00:00.000119] [timeout_sampler] 2026-07-07T19:03:49.638466Z [info ] Executing function fixture: skip_if_not_cpu_x86_raw_deployment [conftest] 2026-07-07T19:03:49.659907Z [info ] Executing function fixture: inference_request [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-07T19:03:49.700731Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-07T19:03:49.782202Z [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 PASSED2026-07-07T19:04:08.761721Z [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 ------------------------------------------------------- 2026-07-07T19:04:08.765335Z [info ] Delete InferenceService tinyllama-raw-cpu [ocp_resources InferenceService] 2026-07-07T19:04:08.817375Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-07T19:02:57Z', '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': '2026-07-07T19:02:57Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-07T19:02:57Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-07T19:03:46Z'}], 'name': 'tinyllama-raw-cpu', 'namespace': 'tinyllama-raw-cpu', 'resourceVersion': '19155451', 'uid': '3fa1dd89-eada-483b-a538-9bbf70f071c7'}, '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': '2026-07-07T19:02:58Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-07T19:03:46Z', 'message': 'ReplicaSet "tinyllama-raw-cpu-predictor-5c955f5549" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-07T19:03:46Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-07T19:02:57Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'vllm-runtime', 'url': 'https://tinyllama-raw-cpu-tinyllama-raw-cpu.apps.rosa.nmanos-konflux1.durx.p3.openshiftapps.com'}} [ocp_resources InferenceService] 2026-07-07T19:04:08.844682Z [info ] Wait until InferenceService tinyllama-raw-cpu is deleted [ocp_resources InferenceService] 2026-07-07T19:04:08.844870Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:04:09.887487Z [info ] Elapsed time: 1.0213325023651123 [0:00:01.021333] [timeout_sampler] 2026-07-07T19:04:09.887642Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-07T19:04:09.934414Z [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': '2026-07-07T19:02:57Z', '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': '2026-07-07T19:02:57Z'}], 'name': 'vllm-runtime', 'namespace': 'tinyllama-raw-cpu', 'resourceVersion': '19154563', 'uid': '8432abb9-9f63-437e-b03f-5ef394bd0e3d'}, '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] 2026-07-07T19:04:09.958355Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-07T19:04:09.958723Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:04:09.979661Z [info ] Elapsed time: 8.678436279296875e-05 [0:00:00.000087] [timeout_sampler] 2026-07-07T19:04:09.979840Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-07T19:04:10.019626Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'tinyllama-raw-cpu', 'uid': '05f3cd07-e878-4e3e-bfed-ab04ee494020', 'resourceVersion': '19154578', 'creationTimestamp': '2026-07-07T19:02:57Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-7ckhm'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T19:02:57Z', '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-7ckhm"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-07T19:02:57Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-7ckhm'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-7ckhm'}]} [ocp_resources ServiceAccount] 2026-07-07T19:04:10.045204Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-07T19:04:10.045360Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:04:10.067552Z [info ] Elapsed time: 4.267692565917969e-05 [0:00:00.000043] [timeout_sampler] 2026-07-07T19:04:10.067704Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-07T19:04:10.114011Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tinyllama-raw-cpu', 'uid': '2362381c-6d2c-42db-b868-46271583e941', 'resourceVersion': '19154569', 'creationTimestamp': '2026-07-07T19:02:57Z', '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': '2026-07-07T19:02:57Z', '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] 2026-07-07T19:04:10.142594Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-07T19:04:10.142727Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:04:10.163507Z [info ] Elapsed time: 4.4345855712890625e-05 [0:00:00.000044] [timeout_sampler] 2026-07-07T19:04:10.242573Z [info ] Delete Namespace tinyllama-raw-cpu [ocp_resources Namespace] 2026-07-07T19:04:10.283267Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tinyllama-raw-cpu', 'uid': '6407f7be-e473-4c3e-a6e5-2a80b4c87bc2', 'resourceVersion': '19154550', 'creationTimestamp': '2026-07-07T19:02:57Z', '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:c48,c37', 'openshift.io/sa.scc.supplemental-groups': '1002330000/10000', 'openshift.io/sa.scc.uid-range': '1002330000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T19:02:57Z', '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': '2026-07-07T19:02:57Z', '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': '2026-07-07T19:02:57Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-07T19:04:10.326807Z [info ] Wait until Namespace tinyllama-raw-cpu is deleted [ocp_resources Namespace] 2026-07-07T19:04:10.327325Z [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] 2026-07-07T19:04:18.526964Z [info ] Elapsed time: 8.176023960113525 [0:00:08.176024] [timeout_sampler]  ----------------------------- test_vllm_readiness_probe[test_vllm_opt_125m_raw_cpu_probes] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-07T19:04:18.530045Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-07T19:04:18.530200Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-07T19:04:18.530331Z [info ] Create Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-07T19:04:18.530457Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-probes'}, 'spec': {}} [ocp_resources Namespace] 2026-07-07T19:04:18.586446Z [info ] Wait for Namespace opt-125m-probes status to be Active [ocp_resources Namespace] 2026-07-07T19:04:18.586838Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-07T19:04:18.612427Z [info ] Status of Namespace opt-125m-probes is Active [ocp_resources Namespace] 2026-07-07T19:04:18.612733Z [info ] Elapsed time: 5.91278076171875e-05 [0:00:00.000059] [timeout_sampler] 2026-07-07T19:04:18.612972Z [info ] Executing class fixture: probes_serving_runtime [conftest] 2026-07-07T19:04:18.613116Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-07T19:04:18.669074Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-07T19:04:18.669502Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-07T19:04:18.669834Z [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] 2026-07-07T19:04:18.737320Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-07T19:04:18.737702Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-07T19:04:18.737988Z [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] 2026-07-07T19:04:18.786786Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-07T19:04:18.787062Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T19:04:18.807634Z [info ] Elapsed time: 3.6716461181640625e-05 [0:00:00.000037] [timeout_sampler] 2026-07-07T19:04:18.807802Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-07T19:04:18.808003Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-07T19:04:18.808162Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-07T19:04:18.852439Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-07T19:04:18.853180Z [info ] Executing class fixture: vllm_probes_inference_service [conftest] 2026-07-07T19:04:18.877393Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-07T19:04:18.877725Z [info ] Create InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-07T19:04:18.877925Z [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] 2026-07-07T19:04:18.958869Z [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] 2026-07-07T19:04:18.957928Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T19:04:20.007623Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-07T19:04:20.069056Z [info ] Elapsed time: 1.0498430728912354 [0:00:01.049843] [timeout_sampler] 2026-07-07T19:04:20.095332Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-07T19:04:20.096327Z [info ] Waiting for 1199.9999973773956 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] 2026-07-07T19:06:31.516660Z [info ] Elapsed time: 131.3199691772461 [0:02:11.319969] [timeout_sampler] 2026-07-07T19:06:31.537097Z [info ] Waiting for 1067.4211914539337 seconds [0:17:47.421191], 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] 2026-07-07T19:06:31.558657Z [info ] Elapsed time: 6.914138793945312e-05 [0:00:00.000069] [timeout_sampler] 2026-07-07T19:06:31.557922Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-07T19:06:31.619840Z [info ] Waiting for 1067.3388013839722 seconds [0:17:47.338801], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-07T19:06:31.639961Z [info ] Elapsed time: 0.00015497207641601562 [0:00:00.000155] [timeout_sampler] 2026-07-07T19:06:31.640308Z [info ] Wait for Deployment opt-125m-probes-predictor to be deployed: True [ocp_resources Deployment] 2026-07-07T19:06:31.640427Z [info ] Waiting for 1067.3184916973114 seconds [0:17:47.318492], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-07T19:06:31.659420Z [info ] Elapsed time: 4.410743713378906e-05 [0:00:00.000044] [timeout_sampler] 2026-07-07T19:06:31.659581Z [info ] Waiting for 1067.2988579273224 seconds [0:17:47.298858], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-07T19:06:31.680356Z [info ] Elapsed time: 3.790855407714844e-05 [0:00:00.000038] [timeout_sampler] 2026-07-07T19:06:31.680495Z [info ] Wait for InferenceService/opt-125m-probes's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-07T19:06:31.680610Z [info ] Wait until InferenceService opt-125m-probes is created [ocp_resources InferenceService] 2026-07-07T19:06:31.680731Z [info ] Waiting for 1067.2780327796936 seconds [0:17:47.278033], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-07T19:06:31.701097Z [info ] Elapsed time: 2.9325485229492188e-05 [0:00:00.000029] [timeout_sampler] 2026-07-07T19:06:31.701258Z [info ] Waiting for 1067.2570824623108 seconds [0:17:47.257082], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-07T19:06:31.722089Z [info ] Elapsed time: 3.2901763916015625e-05 [0:00:00.000033] [timeout_sampler] 2026-07-07T19:06:31.743011Z [info ] Waiting for 1067.2154657840729 seconds [0:17:47.215466], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-07T19:06:31.763135Z [info ] Elapsed time: 0.00013756752014160156 [0:00:00.000138] [timeout_sampler] 2026-07-07T19:06:31.783404Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-07T19:06:31.803844Z [info ] Executing function fixture: vllm_probes_pod_resource [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-07T19:06:31.910211Z [info ] Execute ['curl', '-s', '-o', '/dev/null', '-w', '%{http_code}', '--max-time', '15', 'http://localhost:8080/health'] on opt-125m-probes-predictor-75d4c45cc7-99tcx (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 -------------------------------------------------------- 2026-07-07T19:06:32.051233Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-07T19:06:32.071364Z [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 ------------------------------------------------------- 2026-07-07T19:06:32.309237Z [info ] Delete InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-07T19:06:32.356103Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-07T19:04:18Z', 'finalizers': ['odh.inferenceservice.finalizers', 'inferenceservice.finalizers'], 'generation': 1, 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}, 'f:labels': {'.': {}, 'f:networking.kserve.io/visibility': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:args': {}, 'f:env': {'.': {}, 'k:{"name":"OMP_NUM_THREADS"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_CPU_KVCACHE_SPACE"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_WORKER_MULTIPROC_METHOD"}': {'.': {}, 'f:name': {}, 'f:value': {}}}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}, 'f:volumeMounts': {'.': {}, 'k:{"mountPath":"/dev/shm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/home/vllm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/tmp"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}}}, 'f:serviceAccountName': {}, 'f:volumes': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-07T19:04:18Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-07T19:04:19Z'}, {'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': '2026-07-07T19:06:27Z'}], 'name': 'opt-125m-probes', 'namespace': 'opt-125m-probes', 'resourceVersion': '19158683', 'uid': 'b4c73719-2e8a-4b7e-bd2b-3dc3afe8754e'}, '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': '2026-07-07T19:04:19Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-07T19:06:27Z', 'message': 'ReplicaSet "opt-125m-probes-predictor-75d4c45cc7" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-07T19:06:27Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-07T19:04:19Z', '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] 2026-07-07T19:06:32.384927Z [info ] Wait until InferenceService opt-125m-probes is deleted [ocp_resources InferenceService] 2026-07-07T19:06:32.385294Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:06:33.429327Z [info ] Elapsed time: 1.0203197002410889 [0:00:01.020320] [timeout_sampler] 2026-07-07T19:06:33.429511Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-07T19:06:33.472015Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes', 'uid': '8c808c5f-4d7e-4d3b-9aec-a00850dc9843', 'resourceVersion': '19156104', 'creationTimestamp': '2026-07-07T19:04:18Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-lpmhn'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T19:04:18Z', '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-lpmhn"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-07T19:04:18Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-lpmhn'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-lpmhn'}]} [ocp_resources ServiceAccount] 2026-07-07T19:06:33.511904Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-07T19:06:33.512277Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:06:33.534374Z [info ] Elapsed time: 8.296966552734375e-05 [0:00:00.000083] [timeout_sampler] 2026-07-07T19:06:33.534672Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-07T19:06:33.579860Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-probes', 'uid': '787b21d8-f0f0-4fe7-a0e5-23a52b2a7aa2', 'resourceVersion': '19156098', 'creationTimestamp': '2026-07-07T19:04:18Z', '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': '2026-07-07T19:04:18Z', '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] 2026-07-07T19:06:33.609863Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-07T19:06:33.610243Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:06:33.630354Z [info ] Elapsed time: 7.772445678710938e-05 [0:00:00.000078] [timeout_sampler] 2026-07-07T19:06:33.630491Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-07T19:06:33.672815Z [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': '2026-07-07T19:04:18Z', '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': '2026-07-07T19:04:18Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-probes', 'resourceVersion': '19156085', 'uid': '236883ed-fa32-46b3-95f2-94eee58aaa08'}, '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] 2026-07-07T19:06:33.697101Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-07T19:06:33.697382Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:06:33.718142Z [info ] Elapsed time: 9.465217590332031e-05 [0:00:00.000095] [timeout_sampler] 2026-07-07T19:06:33.796896Z [info ] Delete Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-07T19:06:33.838849Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-probes', 'uid': 'b8297a90-6bcf-459f-ae88-a33b50516a55', 'resourceVersion': '19156074', 'creationTimestamp': '2026-07-07T19:04:18Z', '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:c48,c42', 'openshift.io/sa.scc.supplemental-groups': '1002340000/10000', 'openshift.io/sa.scc.uid-range': '1002340000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-07T19:04:18Z', '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': '2026-07-07T19:04:18Z', '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': '2026-07-07T19:04:18Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-07T19:06:33.872895Z [info ] Wait until Namespace opt-125m-probes is deleted [ocp_resources Namespace] 2026-07-07T19:06:33.873258Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-07T19:06:42.065988Z [info ] Elapsed time: 8.169780969619751 [0:00:08.169781] [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 473.79s (0:07:53) ============ =================================== 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 473.80s (0:07:53) ============