--- pytest attempt 2026-07-17T07:37:03.642258+00:00 (/.local/bin/uv --directory /home/odh/opendatahub-tests...) --- 2026-07-17T07:37:05.629385Z [info ] Writing tests log to /home/odh/opendatahub-tests/results/pytest-tests.log [conftest] 2026-07-17T07:37:05.629841Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.rh-nightly-pm.nuth.p3.openshiftapps.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.rh-nightly-pm.nuth.p3.openshiftapps.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.rh-nightly-pm.nuth.p3.openshiftapps.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.rh-nightly-pm.nuth.p3.openshiftapps.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.rh-nightly-pm.nuth.p3.openshiftapps.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( 2026-07-17T07:37:05.773367Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.rh-nightly-pm.nuth.p3.openshiftapps.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.rh-nightly-pm.nuth.p3.openshiftapps.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.rh-nightly-pm.nuth.p3.openshiftapps.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.rh-nightly-pm.nuth.p3.openshiftapps.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( 2026-07-17T07:37:05.853087Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.rh-nightly-pm.nuth.p3.openshiftapps.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( ============================= test session starts ============================== platform linux -- Python 3.14.6, pytest-9.1.1, pluggy-1.6.0 -- /home/odh/opendatahub-tests/.venv/bin/python3 cachedir: .pytest_cache metadata: {'Python': '3.14.6', 'Platform': 'Linux-5.14.0-570.122.1.el9_6.x86_64-x86_64-with-glibc2.42', 'Packages': {'pytest': '9.1.1', 'pluggy': '1.6.0'}, 'Plugins': {'anyio': '4.14.0', 'langsmith': '0.9.0', 'asyncio': '1.4.0', 'dependency': '0.6.1', 'html': '4.2.0', 'metadata': '3.1.1', 'order': '1.5.0', 'progress': '1.4.0', 'testconfig': '0.2.0', 'xdist': '3.8.0', 'syrupy': '5.3.2'}} rootdir: /home/odh/opendatahub-tests configfile: pytest.ini plugins: anyio-4.14.0, langsmith-0.9.0, asyncio-1.4.0, dependency-0.6.1, html-4.2.0, metadata-3.1.1, order-1.5.0, progress-1.4.0, testconfig-0.2.0, xdist-3.8.0, syrupy-5.3.2 asyncio: mode=Mode.STRICT, debug=False, asyncio_default_fixture_loop_scope=None, asyncio_default_test_loop_scope=function collecting ... collected 56 items / 48 deselected / 8 selected tests/model_serving/model_runtime/mlserver/model_car/test_mlserver_model_car.py::TestMLServerModelCar::test_mlserver_model_car_inference[sklearn-modelcar-standard]  ----------------------------- test_mlserver_model_car_inference[sklearn-modelcar-standard] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-17T07:37:06.080136Z [info ] Executing session fixture: event_loop_policy [conftest] 2026-07-17T07:37:06.083328Z [info ] Executing session fixture: _syrupy_apply_ide_patches [conftest] 2026-07-17T07:37:06.083488Z [info ] Executing session fixture: admin_client [conftest] 2026-07-17T07:37:06.083629Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-17T07:37:06.083774Z [info ] Executing session fixture: dsc_resource [conftest] 2026-07-17T07:37:06.083908Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-17T07:37:06.156393Z [info ] Executing session fixture: tmp_path_factory [conftest] 2026-07-17T07:37:06.156680Z [info ] Executing session fixture: tests_tmp_dir [conftest] 2026-07-17T07:37:06.157567Z [info ] Executing session fixture: os_path_environment [conftest] 2026-07-17T07:37:06.157738Z [info ] Executing session fixture: tmpdir_factory [conftest] 2026-07-17T07:37:06.157883Z [info ] Executing session fixture: bin_directory [conftest] 2026-07-17T07:37:06.158702Z [info ] Executing session fixture: oc_binary_path [conftest] 2026-07-17T07:37:06.174529Z [info ] kind: ConsoleCLIDownload api version: console.openshift.io/v1 [ocp_resources.resource] 2026-07-17T07:37:06.210187Z [info ] All oc console cli download links: ['https://downloads-openshift-console.apps.rosa.rh-nightly-pm.nuth.p3.openshiftapps.com/amd64/linux/oc.tar'] [utilities.infra] name=utilities.infra 2026-07-17T07:37:06.210259Z [info ] Downloading archive using: url=https://downloads-openshift-console.apps.rosa.rh-nightly-pm.nuth.p3.openshiftapps.com/amd64/linux/oc.tar [utilities.infra] name=utilities.infra 2026-07-17T07:37:06.211166Z [info ] Waiting for 120 seconds [0:02:00], retry every 10 seconds. (Function: utilities.infra._download_with_retry Kwargs: {'url': 'https://downloads-openshift-console.apps.rosa.rh-nightly-pm.nuth.p3.openshiftapps.com/amd64/linux/oc.tar'}) [timeout_sampler] 2026-07-17T07:37:06.282338Z [info ] Elapsed time: 4.1484832763671875e-05 [0:00:00.000041] [timeout_sampler] 2026-07-17T07:37:07.134553Z [info ] Extract the downloaded archive. [utilities.infra] name=utilities.infra 2026-07-17T07:37:07.256906Z [info ] Downloaded file: ['oc']  [utilities.infra] name=utilities.infra 2026-07-17T07:37:07.281544Z [info ] Executing session fixture: bin_directory_to_os_path [conftest] 2026-07-17T07:37:07.280393Z [info ] OC binary path: /tmp/pytest-62VnF5mxNotMBcH8MTJ5Do/bin0/oc [tests.conftest] name=tests.conftest 2026-07-17T07:37:07.280454Z [info ] Adding /tmp/pytest-62VnF5mxNotMBcH8MTJ5Do/bin0 to $PATH [tests.conftest] name=tests.conftest 2026-07-17T07:37:07.282093Z [info ] Executing session fixture: nodes [conftest] 2026-07-17T07:37:08.426880Z [info ] Executing session fixture: dsci_resource [conftest] 2026-07-17T07:37:08.427257Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] 2026-07-17T07:37:08.444469Z [info ] Executing session fixture: record_testsuite_property [conftest] 2026-07-17T07:37:08.444638Z [info ] Executing session fixture: junitxml_plugin [conftest] 2026-07-17T07:37:08.444796Z [info ] Executing session fixture: cluster_sanity_scope_session [conftest] 2026-07-17T07:37:08.443800Z [info ] Check cluster sanity.  [utilities.infra] name=utilities.infra 2026-07-17T07:37:08.445128Z [info ] Verify all nodes are in a healthy condition. [ocp_utilities.infra] 2026-07-17T07:37:08.495231Z [info ] Verify all nodes are schedulable. [ocp_utilities.infra] 2026-07-17T07:37:08.545537Z [info ] Waiting for 120 seconds [0:02:00], retry every 5 seconds. (Function: utilities.infra.wait_for_dsci_status_ready Kwargs: {'dsci_resource': }) [timeout_sampler] 2026-07-17T07:37:08.544780Z [info ] Wait for DSCI default-dsci to be in Ready status. [utilities.infra] name=utilities.infra 2026-07-17T07:37:08.546206Z [info ] Get DSCInitialization default-dsci status [ocp_resources DSCInitialization] 2026-07-17T07:37:08.561897Z [info ] Elapsed time: 7.462501525878906e-05 [0:00:00.000075] [timeout_sampler] 2026-07-17T07:37:08.562116Z [info ] Waiting for 120 seconds [0:02:00], retry every 5 seconds. (Function: utilities.infra.wait_for_dsc_status_ready Kwargs: {'dsc_resource': }) [timeout_sampler] 2026-07-17T07:37:08.561404Z [info ] Wait for DSC default-dsc are Ready. [utilities.infra] name=utilities.infra 2026-07-17T07:37:08.562432Z [info ] Get DataScienceCluster default-dsc status [ocp_resources DataScienceCluster] 2026-07-17T07:37:08.583295Z [info ] Elapsed time: 3.4332275390625e-05 [0:00:00.000034] [timeout_sampler] 2026-07-17T07:37:08.583507Z [info ] Executing session fixture: autouse_fixtures [conftest] 2026-07-17T07:37:08.583695Z [info ] Executing session fixture: pytestconfig [conftest] 2026-07-17T07:37:08.583877Z [info ] Executing session fixture: teardown_resources [conftest] 2026-07-17T07:37:08.584154Z [info ] Executing session fixture: mlserver_runtime_image [conftest] 2026-07-17T07:37:08.584302Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T07:37:08.584437Z [info ] Create Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-17T07:37:08.584570Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'sklearn-modelcar'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T07:37:08.636609Z [info ] Wait for Namespace sklearn-modelcar status to be Active [ocp_resources Namespace] 2026-07-17T07:37:08.636789Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T07:37:08.662251Z [info ] Status of Namespace sklearn-modelcar is Active [ocp_resources Namespace] 2026-07-17T07:37:08.662411Z [info ] Elapsed time: 9.226799011230469e-05 [0:00:00.000092] [timeout_sampler] 2026-07-17T07:37:08.662562Z [info ] Executing class fixture: mlserver_serving_runtime [conftest] 2026-07-17T07:37:08.662711Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-17T07:37:08.773091Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-17T07:37:08.773416Z [info ] Create ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-17T07:37:08.773710Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': '1.7.1', 'openshift.io/display-name': 'MLServer ServingRuntime for KServe', 'serving.kserve.io/server-type': 'mlserver'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar'}, 'spec': {'annotations': {'monitoring.opendatahub.io/scrape': 'true', 'opendatahub.io/kserve-runtime': 'mlserver', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8082'}, 'containers': [{'env': [{'name': 'MLSERVER_MODEL_IMPLEMENTATION', 'value': '{{.Labels.modelClass}}'}, {'name': 'MLSERVER_HTTP_PORT', 'value': '8080'}, {'name': 'MLSERVER_MODELS_DIR', 'value': '/mnt/models'}], 'image': 'registry.redhat.io/rhoai/odh-mlserver-rhel9@sha256:bd383f9ea096c157352344018911847d7bfcc53a380091605edb1f474625e2af', 'livenessProbe': {'failureThreshold': 6, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 20, 'periodSeconds': 10, 'timeoutSeconds': 5}, 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'failureThreshold': 3, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 5, 'periodSeconds': 5, 'timeoutSeconds': 5}, 'securityContext': {'allowPrivilegeEscalation': False, 'capabilities': {'drop': ['ALL']}, 'privileged': False, 'runAsNonRoot': True}, 'startupProbe': {'exec': {'command': ['/bin/sh', '-c', '[ -n "$(ls -A /mnt/models 2>/dev/null)" ]\n']}, 'failureThreshold': 1, 'initialDelaySeconds': 1, 'periodSeconds': 1}}], 'multiModel': False, 'protocolVersions': ['v2'], 'supportedModelFormats': [{'name': 'sklearn', 'version': '0'}, {'name': 'sklearn', 'version': '1'}, {'name': 'xgboost', 'version': '1'}, {'name': 'xgboost', 'version': '2'}, {'name': 'lightgbm', 'version': '3'}, {'name': 'lightgbm', 'version': '4'}, {'name': 'onnx', 'version': '1'}]}} [ocp_resources ServingRuntime] 2026-07-17T07:37:08.838115Z [info ] Executing class fixture: mlserver_model_car_inference_service [conftest] 2026-07-17T07:37:08.838296Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-17T07:37:08.838440Z [info ] Create InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-17T07:37:08.838589Z [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] 2026-07-17T07:37:09.022618Z [info ] Wait for InferenceService/sklearn-modelcar's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-17T07:37:09.023046Z [info ] Wait until InferenceService sklearn-modelcar is created [ocp_resources InferenceService] 2026-07-17T07:37:09.023263Z [info ] Waiting for 899.9999895095825 seconds [0:14:59.999990], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T07:37:09.040878Z [info ] Elapsed time: 8.630752563476562e-05 [0:00:00.000086] [timeout_sampler] 2026-07-17T07:37:09.041214Z [info ] Waiting for 899.9813132286072 seconds [0:14:59.981313], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-17T07:37:26.369281Z [info ] Elapsed time: 17.30989670753479 [0:00:17.309897] [timeout_sampler] 2026-07-17T07:37:26.386143Z [info ] Waiting for 882.6361031532288 seconds [0:14:42.636103], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-17T07:37:26.403187Z [info ] Elapsed time: 7.843971252441406e-05 [0:00:00.000078] [timeout_sampler] 2026-07-17T07:37:26.420259Z [info ] Executing function fixture: snapshot [conftest] 2026-07-17T07:37:26.421425Z [info ] Executing function fixture: mlserver_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-17T07:37:26Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestMLServerModelCar.test_mlserver_model_car_inference[sklearn-modelcar-standard] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-17T07:37:26.744498Z [info ] Delete InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-17T07:37:26.781578Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'sklearn', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-17T07:37:08Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:runtime': {}, 'f:storageUri': {}}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-17T07:37:08Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-17T07:37:09Z'}, {'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': '2026-07-17T07:37:26Z'}], 'name': 'sklearn-modelcar', 'namespace': 'sklearn-modelcar', 'resourceVersion': '222280597', 'uid': '5e89098e-a6b7-4efc-96ab-41f8d2036513'}, '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': '2026-07-17T07:37:09Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-17T07:37:26Z', 'message': 'ReplicaSet "sklearn-modelcar-predictor-774d7f7d6" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-17T07:37:26Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-17T07:37:09Z', '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] 2026-07-17T07:37:26.804405Z [info ] Wait until InferenceService sklearn-modelcar is deleted [ocp_resources InferenceService] 2026-07-17T07:37:26.804592Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:37:27.840234Z [info ] Elapsed time: 1.0167510509490967 [0:00:01.016751] [timeout_sampler] 2026-07-17T07:37:27.840439Z [info ] Delete ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-17T07:37:27.877868Z [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': '2026-07-17T07:37:08Z', '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': '2026-07-17T07:37:08Z'}], 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar', 'resourceVersion': '222280237', 'uid': 'edc7d73d-2ec7-472a-b0dd-5b0f25025c53'}, 'spec': {'annotations': {'monitoring.opendatahub.io/scrape': 'true', 'opendatahub.io/kserve-runtime': 'mlserver', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8082'}, 'containers': [{'env': [{'name': 'MLSERVER_MODEL_IMPLEMENTATION', 'value': '{{.Labels.modelClass}}'}, {'name': 'MLSERVER_HTTP_PORT', 'value': '8080'}, {'name': 'MLSERVER_MODELS_DIR', 'value': '/mnt/models'}], 'image': 'registry.redhat.io/rhoai/odh-mlserver-rhel9@sha256:bd383f9ea096c157352344018911847d7bfcc53a380091605edb1f474625e2af', 'livenessProbe': {'failureThreshold': 6, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 20, 'periodSeconds': 10, 'timeoutSeconds': 5}, 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'failureThreshold': 3, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 5, 'periodSeconds': 5, 'timeoutSeconds': 5}, 'securityContext': {'allowPrivilegeEscalation': False, 'capabilities': {'drop': ['ALL']}, 'privileged': False, 'runAsNonRoot': True}, 'startupProbe': {'exec': {'command': ['/bin/sh', '-c', '[ -n "$(ls -A /mnt/models 2>/dev/null)" ]\n']}, 'failureThreshold': 1, 'initialDelaySeconds': 1, 'periodSeconds': 1}}], 'multiModel': False, 'protocolVersions': ['v2'], 'supportedModelFormats': [{'name': 'sklearn', 'version': '0'}, {'name': 'sklearn', 'version': '1'}, {'name': 'xgboost', 'version': '1'}, {'name': 'xgboost', 'version': '2'}, {'name': 'lightgbm', 'version': '3'}, {'name': 'lightgbm', 'version': '4'}, {'name': 'onnx', 'version': '1'}]}} [ocp_resources ServingRuntime] 2026-07-17T07:37:27.899272Z [info ] Wait until ServingRuntime mlserver-runtime is deleted [ocp_resources ServingRuntime] 2026-07-17T07:37:27.899466Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:37:27.919601Z [info ] Elapsed time: 3.600120544433594e-05 [0:00:00.000036] [timeout_sampler] 2026-07-17T07:37:27.985151Z [info ] Delete Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-17T07:37:28.022628Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'sklearn-modelcar', 'uid': 'f4175d97-8cae-4113-a410-6ff2b0034d5f', 'resourceVersion': '222280212', 'creationTimestamp': '2026-07-17T07:37:08Z', '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:c33,c22', 'openshift.io/sa.scc.supplemental-groups': '1001100000/10000', 'openshift.io/sa.scc.uid-range': '1001100000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T07:37:08Z', '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': '2026-07-17T07:37:08Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:37:08Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-17T07:37:28.053712Z [info ] Wait until Namespace sklearn-modelcar is deleted [ocp_resources Namespace] 2026-07-17T07:37:28.053906Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:37:37.237927Z [info ] Elapsed time: 9.156863927841187 [0:00:09.156864] [timeout_sampler] _ 1 of 8 completed, 1 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/openvino/test_ovms_model_deployment.py::TestOpenVINOModels::test_openvino_model_inference[onnx-standard-rest-deployment]  ----------------------------- test_openvino_model_inference[onnx-standard-rest-deployment] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-17T07:37:37.247800Z [info ] Executing session fixture: aws_access_key_id [conftest] 2026-07-17T07:37:37.248034Z [info ] Executing session fixture: aws_secret_access_key [conftest] 2026-07-17T07:37:37.248151Z [info ] Executing session fixture: ci_s3_bucket_endpoint [conftest] 2026-07-17T07:37:37.248264Z [info ] Executing session fixture: valid_aws_config [conftest] 2026-07-17T07:37:37.314515Z [info ] AWS credentials validated successfully via STS GetCallerIdentity [tests.conftest] name=tests.conftest 2026-07-17T07:37:37.318834Z [info ] Executing session fixture: ovms_runtime_image [conftest] 2026-07-17T07:37:37.319114Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-17T07:37:37.362617Z [info ] Executing session fixture: models_s3_bucket_name [conftest] 2026-07-17T07:37:37.362917Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-17T07:37:37.363148Z [info ] Executing session fixture: models_s3_bucket_region [conftest] 2026-07-17T07:37:37.363268Z [info ] Executing session fixture: models_s3_bucket_endpoint [conftest] 2026-07-17T07:37:37.363398Z [info ] Executing session fixture: gpu_count_on_cluster [conftest] 2026-07-17T07:37:37.427928Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T07:37:37.428174Z [info ] Create Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-17T07:37:37.428314Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'onnx-standard-rest'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T07:37:42.882413Z [info ] Wait for Namespace onnx-standard-rest status to be Active [ocp_resources Namespace] 2026-07-17T07:37:42.882598Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T07:37:42.900267Z [info ] Status of Namespace onnx-standard-rest is Active [ocp_resources Namespace] 2026-07-17T07:37:42.900424Z [info ] Elapsed time: 9.489059448242188e-05 [0:00:00.000095] [timeout_sampler] 2026-07-17T07:37:42.900563Z [info ] Executing class fixture: openvino_serving_runtime [conftest] 2026-07-17T07:37:42.950035Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-17T07:37:42.951019Z [info ] Create ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-17T07:37:42.951171Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/recommended-accelerators': '["nvidia.com/gpu"]', 'opendatahub.io/runtime-version': 'v2026.1.0', 'openshift.io/display-name': 'OpenVINO Model Server'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'ovms', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8888'}, 'containers': [{'args': ['--model_name={{.Name}}', '--port=8001', '--rest_port=8888', '--model_path=/mnt/models', '--file_system_poll_wait_seconds=0', '--metrics_enable'], 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'name': 'kserve-container', 'ports': [{'containerPort': 8888, 'protocol': 'TCP'}]}], 'multiModel': False, 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'autoSelect': True, 'name': 'openvino_ir', 'version': 'opset13'}, {'name': 'onnx', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '2'}, {'autoSelect': True, 'name': 'paddle', 'version': '2'}, {'autoSelect': True, 'name': 'pytorch', 'version': '2'}]}} [ocp_resources ServingRuntime] 2026-07-17T07:37:43.006654Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-17T07:37:43.007066Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T07:37:43.007308Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'onnx-standard-rest'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-17T07:37:43.049652Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-17T07:37:43.049801Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T07:37:43.066850Z [info ] Elapsed time: 9.632110595703125e-05 [0:00:00.000096] [timeout_sampler] 2026-07-17T07:37:43.067232Z [info ] Executing class fixture: openvino_model_service_account [conftest] 2026-07-17T07:37:43.067379Z [info ] Create ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T07:37:43.067574Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-17T07:37:43.103982Z [info ] Executing class fixture: openvino_inference_service [conftest] 2026-07-17T07:37:43.122341Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-17T07:37:43.122511Z [info ] Create InferenceService onnx  [ocp_resources InferenceService] 2026-07-17T07:37:43.122671Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'onnx', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'onnx-standard-rest'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'openvino_ir'}, 'version': None, 'runtime': 'openvino-runtime', 'storageUri': 's3://mlflow-e2e/openvino/model_repository/onnx/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'openvino-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-17T07:37:43.201273Z [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] 2026-07-17T07:37:43.200435Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T07:37:44.235385Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T07:37:44.285023Z [info ] Elapsed time: 1.034970998764038 [0:00:01.034971] [timeout_sampler] 2026-07-17T07:37:44.301351Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-17T07:37:44.302415Z [info ] Waiting for 899.9999897480011 seconds [0:14:59.999990], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'openvino-runtime'}) [timeout_sampler] 2026-07-17T07:38:04.543617Z [info ] Elapsed time: 20.15396761894226 [0:00:20.153968] [timeout_sampler] 2026-07-17T07:38:04.560902Z [info ] Waiting for 878.6402926445007 seconds [0:14:38.640293], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=onnx', 'client': , 'namespace': 'onnx-standard-rest'}) [timeout_sampler] 2026-07-17T07:38:04.561080Z [info ] kind: Deployment api version: apps/v1 [ocp_resources.resource] 2026-07-17T07:38:04.579461Z [info ] Elapsed time: 7.295608520507812e-05 [0:00:00.000073] [timeout_sampler] 2026-07-17T07:38:04.578727Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-17T07:38:04.630633Z [info ] Waiting for 878.5704641342163 seconds [0:14:38.570464], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-17T07:38:04.648017Z [info ] Elapsed time: 0.00010228157043457031 [0:00:00.000102] [timeout_sampler] 2026-07-17T07:38:04.648172Z [info ] Wait for Deployment onnx-predictor to be deployed: True [ocp_resources Deployment] 2026-07-17T07:38:04.648387Z [info ] Waiting for 878.5529804229736 seconds [0:14:38.552980], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-17T07:38:04.665480Z [info ] Elapsed time: 3.266334533691406e-05 [0:00:00.000033] [timeout_sampler] 2026-07-17T07:38:04.665774Z [info ] Waiting for 878.5356066226959 seconds [0:14:38.535607], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-17T07:38:04.683105Z [info ] Elapsed time: 3.790855407714844e-05 [0:00:00.000038] [timeout_sampler] 2026-07-17T07:38:04.683465Z [info ] Wait for InferenceService/onnx's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-17T07:38:04.683844Z [info ] Wait until InferenceService onnx is created [ocp_resources InferenceService] 2026-07-17T07:38:04.684016Z [info ] Waiting for 878.5178596973419 seconds [0:14:38.517860], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T07:38:04.700501Z [info ] Elapsed time: 2.9087066650390625e-05 [0:00:00.000029] [timeout_sampler] 2026-07-17T07:38:04.700669Z [info ] Waiting for 878.5002977848053 seconds [0:14:38.500298], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-17T07:38:04.717933Z [info ] Elapsed time: 3.361701965332031e-05 [0:00:00.000034] [timeout_sampler] 2026-07-17T07:38:04.734821Z [info ] Waiting for 878.46613240242 seconds [0:14:38.466132], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-17T07:38:04.751607Z [info ] Elapsed time: 5.5789947509765625e-05 [0:00:00.000056] [timeout_sampler] 2026-07-17T07:38:04.769591Z [info ] Executing class fixture: protocol [conftest] 2026-07-17T07:38:04.769896Z [info ] Executing function fixture: openvino_pod_resource [conftest] 2026-07-17T07:38:04.806214Z [info ] Executing function fixture: snapshot [conftest] 2026-07-17T07:38:04.807431Z [info ] Executing function fixture: openvino_response_snapshot [conftest] 2026-07-17T07:38:04.809759Z [info ] Executing function fixture: model_format [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-17T07:38:04Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestOpenVINOModels.test_openvino_model_inference[onnx-standard-rest-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-17T07:38:05.081044Z [info ] Delete InferenceService onnx  [ocp_resources InferenceService] 2026-07-17T07:38:05.122403Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'openvino_ir', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-17T07:37:43Z', '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': '2026-07-17T07:37:43Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-17T07:37:43Z'}, {'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': '2026-07-17T07:37:56Z'}], 'name': 'onnx', 'namespace': 'onnx-standard-rest', 'resourceVersion': '222281323', 'uid': '6a1c6f12-dd41-47da-874b-e41b7235fae0'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'openvino_ir'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'openvino-runtime', 'storageUri': 's3://mlflow-e2e/openvino/model_repository/onnx/'}, 'serviceAccountName': 'openvino-models-bucket-sa'}}, 'status': {'address': {'url': 'http://onnx-predictor.onnx-standard-rest.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://onnx-predictor-onnx-standard-rest.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-17T07:37:43Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-17T07:37:56Z', 'message': 'ReplicaSet "onnx-predictor-5f55f998cc" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-17T07:37:56Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-17T07:37:43Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'openvino-runtime', 'url': 'http://onnx-predictor.onnx-standard-rest.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-17T07:38:05.148676Z [info ] Wait until InferenceService onnx is deleted [ocp_resources InferenceService] 2026-07-17T07:38:05.148944Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:38:06.188187Z [info ] Elapsed time: 1.0177793502807617 [0:00:01.017779] [timeout_sampler] 2026-07-17T07:38:06.188451Z [info ] Delete ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-17T07:38:06.226528Z [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': '2026-07-17T07:37:42Z', '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': '2026-07-17T07:37:42Z'}], 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest', 'resourceVersion': '222281005', 'uid': '1411d28d-246c-4a45-9012-21dc5ac865c2'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'ovms', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8888'}, 'containers': [{'args': ['--model_name={{.Name}}', '--port=8001', '--rest_port=8888', '--model_path=/mnt/models', '--file_system_poll_wait_seconds=0', '--metrics_enable'], 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'name': 'kserve-container', 'ports': [{'containerPort': 8888, 'protocol': 'TCP'}]}], 'multiModel': False, 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'autoSelect': True, 'name': 'openvino_ir', 'version': 'opset13'}, {'name': 'onnx', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '2'}, {'autoSelect': True, 'name': 'paddle', 'version': '2'}, {'autoSelect': True, 'name': 'pytorch', 'version': '2'}]}} [ocp_resources ServingRuntime] 2026-07-17T07:38:06.247402Z [info ] Wait until ServingRuntime openvino-runtime is deleted [ocp_resources ServingRuntime] 2026-07-17T07:38:06.247670Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:38:06.265436Z [info ] Elapsed time: 8.344650268554688e-05 [0:00:00.000083] [timeout_sampler] 2026-07-17T07:38:06.265602Z [info ] Delete ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T07:38:06.299682Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest', 'uid': '3769b87b-07bf-4584-bc75-ed3aec2a21ee', 'resourceVersion': '222281020', 'creationTimestamp': '2026-07-17T07:37:43Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'openvino-models-bucket-sa-dockercfg-2ss8k'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T07:37:43Z', '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-2ss8k"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:37:43Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'openvino-models-bucket-sa-dockercfg-2ss8k'}], 'imagePullSecrets': [{'name': 'openvino-models-bucket-sa-dockercfg-2ss8k'}]} [ocp_resources ServiceAccount] 2026-07-17T07:38:06.322116Z [info ] Wait until ServiceAccount openvino-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-17T07:38:06.322254Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:38:06.341461Z [info ] Elapsed time: 5.6743621826171875e-05 [0:00:00.000057] [timeout_sampler] 2026-07-17T07:38:06.341761Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T07:38:06.380256Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'onnx-standard-rest', 'uid': '2dfa8798-c5e0-423c-9cd7-396be76e508f', 'resourceVersion': '222281018', 'creationTimestamp': '2026-07-17T07:37:43Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:37:43Z', '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] 2026-07-17T07:38:06.405049Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-17T07:38:06.405192Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:38:06.422974Z [info ] Elapsed time: 4.506111145019531e-05 [0:00:00.000045] [timeout_sampler] 2026-07-17T07:38:06.440932Z [info ] Delete Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-17T07:38:06.476493Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'onnx-standard-rest', 'uid': 'd414d419-5bcc-43fd-ae9e-a009bce54e18', 'resourceVersion': '222280989', 'creationTimestamp': '2026-07-17T07:37:37Z', '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:c33,c27', 'openshift.io/sa.scc.supplemental-groups': '1001110000/10000', 'openshift.io/sa.scc.uid-range': '1001110000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T07:37:42Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:37:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:37:42Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-17T07:38:06.503036Z [info ] Wait until Namespace onnx-standard-rest is deleted [ocp_resources Namespace] 2026-07-17T07:38:06.503178Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 2 of 8 completed, 2 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/openvino/test_ovms_smoke.py::TestOVMSSmokeInOpenShift::test_ovms_smoke_runs_in_openshift[ovms-smoke] 2026-07-17T07:38:14.664291Z [info ] Elapsed time: 8.13855528831482 [0:00:08.138555] [timeout_sampler]  ------------------------------------ test_ovms_smoke_runs_in_openshift[ovms-smoke] ------------------------------------ -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-17T07:38:14.664738Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T07:38:14.664866Z [info ] Create Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-17T07:38:14.665096Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'ovms-smoke'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T07:38:14.710827Z [info ] Wait for Namespace ovms-smoke status to be Active [ocp_resources Namespace] 2026-07-17T07:38:14.711187Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T07:38:14.734778Z [info ] Status of Namespace ovms-smoke is Active [ocp_resources Namespace] 2026-07-17T07:38:14.736989Z [info ] Elapsed time: 8.487701416015625e-05 [0:00:00.000085] [timeout_sampler] 2026-07-17T07:38:14.737327Z [info ] Executing class fixture: ovms_smoke_scripts_configmap [conftest] 2026-07-17T07:38:14.737445Z [info ] Create ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-17T07:38:14.737557Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ConfigMap', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke'}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-17T07:38:14.795110Z [info ] Executing class fixture: ovms_smoke_pod [conftest] 2026-07-17T07:38:14.795311Z [info ] Create Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-17T07:38:14.795448Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Pod', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke'}, 'spec': {'containers': [{'name': 'ovms-smoke', 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'command': ['/bin/sh', '-c'], 'args': ['python3 /scripts/ovms_smoketest.py && python3 /scripts/smoke.py'], 'env': [{'name': 'HOME', 'value': '/tmp'}, {'name': 'HF_HOME', 'value': '/tmp/hf_cache'}, {'name': 'MPLCONFIGDIR', 'value': '/tmp/matplotlib'}], 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True}], 'securityContext': {'allowPrivilegeEscalation': False, 'capabilities': {'drop': ['ALL']}, 'runAsNonRoot': True, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts'}}]}} [ocp_resources Pod] 2026-07-17T07:38:14.892610Z [info ] Waiting for OVMS smoke Pod to complete [tests.model_serving.model_runtime.openvino.conftest] name=tests.model_serving.model_runtime.openvino.conftest 2026-07-17T07:38:14.893827Z [info ] Wait for Pod ovms-smoke-pod status to be Succeeded [ocp_resources Pod] 2026-07-17T07:38:14.894188Z [info ] Waiting for 300 seconds [0:05:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T07:38:14.909837Z [info ] Status of Pod ovms-smoke-pod is Pending [ocp_resources Pod] 2026-07-17T07:38:16.947712Z [info ] Status of Pod ovms-smoke-pod is Running [ocp_resources Pod] 2026-07-17T07:38:53.618999Z [info ] Status of Pod ovms-smoke-pod is Succeeded [ocp_resources Pod] 2026-07-17T07:38:53.619399Z [info ] Elapsed time: 38.706236124038696 [0:00:38.706236] [timeout_sampler] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOVMSSmokeInOpenShift.test_ovms_smoke_runs_in_openshift[ovms-smoke] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-17T07:38:53.637503Z [info ] Delete Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-17T07:38:53.682505Z [info ] Deleting {'kind': 'Pod', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke', 'uid': 'c495764f-1ab1-4d7f-9fdc-f713baf97055', 'resourceVersion': '222282400', 'generation': 1, 'creationTimestamp': '2026-07-17T07:38:14Z', 'labels': {'kyverno-add-imagepullsecret': 'was-here', 'kyverno-replace-image-registry': 'was-here'}, 'annotations': {'k8s.ovn.org/pod-networks': '{"default":{"ip_addresses":["10.129.71.170/23"],"mac_address":"0a:58:0a:81:47:aa","gateway_ips":["10.129.70.1"],"routes":[{"dest":"10.128.0.0/14","nextHop":"10.129.70.1"},{"dest":"172.30.0.0/16","nextHop":"10.129.70.1"},{"dest":"169.254.0.5/32","nextHop":"10.129.70.1"},{"dest":"100.64.0.0/16","nextHop":"10.129.70.1"}],"ip_address":"10.129.71.170/23","gateway_ip":"10.129.70.1","role":"primary"}}', 'k8s.v1.cni.cncf.io/network-status': '[{\n "name": "ovn-kubernetes",\n "interface": "eth0",\n "ips": [\n "10.129.71.170"\n ],\n "mac": "0a:58:0a:81:47:aa",\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': '2026-07-17T07:38:14Z', '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-10-0-1-132', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:38:14Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.ovn.org/pod-networks': {}}}}, 'subresource': 'status'}, {'manager': 'multus-daemon', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:38:15Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.v1.cni.cncf.io/network-status': {}}}}, 'subresource': 'status'}, {'manager': 'kubelet', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:38:52Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'f:conditions': {'k:{"type":"ContainersReady"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"Initialized"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"PodReadyToStartContainers"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"Ready"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}}, 'f:containerStatuses': {}, 'f:hostIP': {}, 'f:hostIPs': {}, 'f:phase': {}, 'f:podIP': {}, 'f:podIPs': {'.': {}, 'k:{"ip":"10.129.71.170"}': {'.': {}, 'f:ip': {}}}, 'f:startTime': {}}}, 'subresource': 'status'}]}, 'spec': {'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts', 'defaultMode': 420}}, {'name': 'kube-api-access-742kf', '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@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'command': ['/bin/sh', '-c'], 'args': ['python3 /scripts/ovms_smoketest.py && python3 /scripts/smoke.py'], 'env': [{'name': 'HOME', 'value': '/tmp'}, {'name': 'HF_HOME', 'value': '/tmp/hf_cache'}, {'name': 'MPLCONFIGDIR', 'value': '/tmp/matplotlib'}], 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'readOnly': True, 'mountPath': '/scripts'}, {'name': 'kube-api-access-742kf', 'readOnly': True, 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount'}], 'terminationMessagePath': '/dev/termination-log', 'terminationMessagePolicy': 'File', 'imagePullPolicy': 'IfNotPresent', 'securityContext': {'capabilities': {'drop': ['ALL']}, 'runAsUser': 1001120000, 'runAsNonRoot': True, 'allowPrivilegeEscalation': False, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'terminationGracePeriodSeconds': 30, 'dnsPolicy': 'ClusterFirst', 'serviceAccountName': 'default', 'serviceAccount': 'default', 'nodeName': 'ip-10-0-1-132.us-east-2.compute.internal', 'securityContext': {'seLinuxOptions': {'level': 's0:c33,c32'}, 'seccompProfile': {'type': 'RuntimeDefault'}}, 'imagePullSecrets': [{'name': 'default-dockercfg-5p9tw'}, {'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': {'phase': 'Succeeded', 'conditions': [{'type': 'PodReadyToStartContainers', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-17T07:38:52Z'}, {'type': 'Initialized', 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-17T07:38:14Z', 'reason': 'PodCompleted'}, {'type': 'Ready', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-17T07:38:51Z', 'reason': 'PodCompleted'}, {'type': 'ContainersReady', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-17T07:38:51Z', 'reason': 'PodCompleted'}, {'type': 'PodScheduled', 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-17T07:38:14Z'}], 'hostIP': '10.0.1.132', 'hostIPs': [{'ip': '10.0.1.132'}], 'podIP': '10.129.71.170', 'podIPs': [{'ip': '10.129.71.170'}], 'startTime': '2026-07-17T07:38:14Z', 'containerStatuses': [{'name': 'ovms-smoke', 'state': {'terminated': {'exitCode': 0, 'reason': 'Completed', 'startedAt': '2026-07-17T07:38:15Z', 'finishedAt': '2026-07-17T07:38:50Z', 'containerID': 'cri-o://924bfc9aae553d1560fa506c424990c700221d1062559354a047b2fc9875873a'}}, 'lastState': {}, 'ready': False, 'restartCount': 0, 'image': 'quay.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'imageID': 'quay.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'containerID': 'cri-o://924bfc9aae553d1560fa506c424990c700221d1062559354a047b2fc9875873a', 'started': False, 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}, {'name': 'kube-api-access-742kf', 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}], 'user': {'linux': {'uid': 1001120000, 'gid': 0, 'supplementalGroups': [0]}}}], 'qosClass': 'BestEffort'}} [ocp_resources Pod] 2026-07-17T07:38:53.714418Z [info ] Wait until Pod ovms-smoke-pod is deleted [ocp_resources Pod] 2026-07-17T07:38:53.714575Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:38:53.732671Z [info ] Elapsed time: 4.1961669921875e-05 [0:00:00.000042] [timeout_sampler] 2026-07-17T07:38:53.733013Z [info ] Delete ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-17T07:38:53.768793Z [info ] Deleting {'kind': 'ConfigMap', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke', 'uid': '341e8d00-542d-4c18-9c5a-9756bebe95b1', 'resourceVersion': '222281747', 'creationTimestamp': '2026-07-17T07:38:14Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:38:14Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:ovms_smoketest.py': {}, 'f:smoke.py': {}}}}]}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-17T07:38:53.792735Z [info ] Wait until ConfigMap ovms-smoke-scripts is deleted [ocp_resources ConfigMap] 2026-07-17T07:38:53.792907Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:38:53.811314Z [info ] Elapsed time: 8.58306884765625e-05 [0:00:00.000086] [timeout_sampler] 2026-07-17T07:38:53.829190Z [info ] Delete Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-17T07:38:53.865093Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke', 'uid': '1ec3bac0-397f-41da-9292-0fa51d2cfc5d', 'resourceVersion': '222281740', 'creationTimestamp': '2026-07-17T07:38:14Z', '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:c33,c32', 'openshift.io/sa.scc.supplemental-groups': '1001120000/10000', 'openshift.io/sa.scc.uid-range': '1001120000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T07:38:14Z', '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': '2026-07-17T07:38:14Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:38:14Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-17T07:38:53.892212Z [info ] Wait until Namespace ovms-smoke is deleted [ocp_resources Namespace] 2026-07-17T07:38:53.892435Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 3 of 8 completed, 3 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/triton/S3/test_triton_grpc.py::TestTritonGRPC::test_triton_grpc_inference[tensorflow-grpc] 2026-07-17T07:39:03.077842Z [info ] Elapsed time: 9.165086030960083 [0:00:09.165086] [timeout_sampler]  ------------------------------------- test_triton_grpc_inference[tensorflow-grpc] ------------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-17T07:39:03.083489Z [info ] Executing session fixture: root_dir [conftest] 2026-07-17T07:39:03.083788Z [info ] Executing session fixture: triton_runtime_image [conftest] 2026-07-17T07:39:03.083918Z [info ] Executing session fixture: supported_accelerator_type [conftest] 2026-07-17T07:39:03.084142Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-17T07:39:03.084264Z [info ] Executing class fixture: triton_grpc_serving_runtime_template [conftest] 2026-07-17T07:39:03.084371Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-17T07:39:03.084475Z [info ] Create Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-17T07:39:03.084596Z [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] 2026-07-17T07:39:03.131096Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T07:39:03.131474Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-17T07:39:03.131743Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T07:39:03.193394Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-17T07:39:03.194347Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:03.216626Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-17T07:39:03.216867Z [info ] Elapsed time: 8.0108642578125e-05 [0:00:00.000080] [timeout_sampler] 2026-07-17T07:39:03.217013Z [info ] Executing class fixture: protocol [conftest] 2026-07-17T07:39:03.217122Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-17T07:39:03.280627Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-17T07:39:03.280813Z [info ] Create ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-17T07:39:03.280973Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'name': 'triton-grpc-runtime', 'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'namespace': 'tensorflow-standard'}, 'spec': {'containers': [{'name': 'kserve-container', 'image': 'nvcr.io/nvidia/tritonserver:25.02-py3', 'args': ['tritonserver', '--model-store=/mnt/models', '--grpc-port=9000', '--allow-grpc=True'], 'ports': [{'name': 'h2c', 'containerPort': 9000, 'protocol': 'TCP'}], 'volumeMounts': [{'name': 'shm', 'mountPath': '/dev/shm'}], 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '1', 'memory': '2Gi'}}}], 'volumes': [{'name': 'shm', 'emptyDir': {'medium': 'Memory', 'sizeLimit': '2Gi'}}], 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'name': 'tensorrt', 'version': '8', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'tensorflow', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'onnx', 'version': '1', 'autoSelect': True, 'priority': 1}, {'name': 'pytorch', 'version': '1', 'autoSelect': True}, {'name': 'triton', 'version': '2', 'autoSelect': True, 'priority': 1}, {'name': 'xgboost', 'version': '1', 'autoSelect': True}, {'name': 'python', 'version': '1', 'autoSelect': True}]}} [ocp_resources ServingRuntime] 2026-07-17T07:39:03.328241Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-17T07:39:03.328426Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T07:39:03.328585Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'tensorflow-standard'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-17T07:39:03.372606Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-17T07:39:03.372814Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:03.392101Z [info ] Elapsed time: 3.6716461181640625e-05 [0:00:00.000037] [timeout_sampler] 2026-07-17T07:39:03.392473Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-17T07:39:03.392722Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T07:39:03.392833Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-17T07:39:03.429607Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-17T07:39:03.447341Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-17T07:39:03.447586Z [info ] Create InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-17T07:39:03.447817Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'tensorflow-standard-grpc', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'tensorflow-standard'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'tensorrt'}, 'version': None, 'runtime': 'triton-grpc-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'triton-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-17T07:39:03.511037Z [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] 2026-07-17T07:39:03.510370Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T07:39:04.552589Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T07:39:04.604714Z [info ] Elapsed time: 1.0422508716583252 [0:00:01.042251] [timeout_sampler] 2026-07-17T07:39:04.620917Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-17T07:39:04.621663Z [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] 2026-07-17T07:39:24.889874Z [info ] Elapsed time: 20.180222749710083 [0:00:20.180223] [timeout_sampler] 2026-07-17T07:39:24.908017Z [info ] Waiting for 578.6034092903137 seconds [0:09:38.603409], 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] 2026-07-17T07:39:24.930654Z [info ] Elapsed time: 0.00017404556274414062 [0:00:00.000174] [timeout_sampler] 2026-07-17T07:39:24.929988Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-17T07:39:24.988680Z [info ] Waiting for 578.5226006507874 seconds [0:09:38.522601], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-17T07:39:25.007693Z [info ] Elapsed time: 0.00011658668518066406 [0:00:00.000117] [timeout_sampler] 2026-07-17T07:39:25.008082Z [info ] Wait for Deployment tensorflow-standard-grpc-predictor to be deployed: True [ocp_resources Deployment] 2026-07-17T07:39:25.008370Z [info ] Waiting for 578.5033230781555 seconds [0:09:38.503323], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:25.025075Z [info ] Elapsed time: 3.0994415283203125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-17T07:39:25.025239Z [info ] Waiting for 578.4857172966003 seconds [0:09:38.485717], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-17T07:39:25.045770Z [info ] Elapsed time: 3.147125244140625e-05 [0:00:00.000031] [timeout_sampler] 2026-07-17T07:39:25.046209Z [info ] Wait for InferenceService/tensorflow-standard-grpc's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-17T07:39:25.046433Z [info ] Wait until InferenceService tensorflow-standard-grpc is created [ocp_resources InferenceService] 2026-07-17T07:39:25.046552Z [info ] Waiting for 578.4651231765747 seconds [0:09:38.465123], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:25.066889Z [info ] Elapsed time: 2.8371810913085938e-05 [0:00:00.000028] [timeout_sampler] 2026-07-17T07:39:25.067102Z [info ] Waiting for 578.4439561367035 seconds [0:09:38.443956], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-17T07:39:25.084054Z [info ] Elapsed time: 7.677078247070312e-05 [0:00:00.000077] [timeout_sampler] 2026-07-17T07:39:25.101083Z [info ] Waiting for 578.4096868038177 seconds [0:09:38.409687], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-17T07:39:25.118336Z [info ] Elapsed time: 5.53131103515625e-05 [0:00:00.000055] [timeout_sampler] 2026-07-17T07:39:25.136436Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-17T07:39:25.173760Z [info ] Executing function fixture: snapshot [conftest] 2026-07-17T07:39:25.174252Z [info ] Executing function fixture: triton_response_snapshot [conftest] 2026-07-17T07:39:25.174479Z [info ] Executing function fixture: model_name [conftest] 2026-07-17T07:39:25.174605Z [info ] Executing function fixture: input_path [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-17T07:39:25Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestTritonGRPC.test_triton_grpc_inference[tensorflow-grpc] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-17T07:39:27.834605Z [info ] Delete InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-17T07:39:27.874756Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-17T07:39:03Z', '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': '2026-07-17T07:39:03Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-17T07:39:03Z'}, {'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': '2026-07-17T07:39:15Z'}], 'name': 'tensorflow-standard-grpc', 'namespace': 'tensorflow-standard', 'resourceVersion': '222282949', 'uid': '7371c728-1772-47d8-8df0-b091f3b2c549'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'tensorrt'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'triton-grpc-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/'}, 'serviceAccountName': 'triton-models-bucket-sa'}}, 'status': {'address': {'url': 'http://tensorflow-standard-grpc-predictor.tensorflow-standard.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://tensorflow-standard-grpc-predictor-tensorflow-standard.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-17T07:39:03Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-17T07:39:15Z', 'message': 'ReplicaSet "tensorflow-standard-grpc-predictor-58fc5b7fd6" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-17T07:39:15Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-17T07:39:03Z', '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] 2026-07-17T07:39:27.900164Z [info ] Wait until InferenceService tensorflow-standard-grpc is deleted [ocp_resources InferenceService] 2026-07-17T07:39:27.900330Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:28.942361Z [info ] Elapsed time: 1.023258924484253 [0:00:01.023259] [timeout_sampler] 2026-07-17T07:39:28.942516Z [info ] Delete ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-17T07:39:28.980454Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-17T07:39:03Z', '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': '2026-07-17T07:39:03Z'}], 'name': 'triton-grpc-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '222282662', 'uid': '9ab26507-9565-4af8-8874-2336b64b929b'}, 'spec': {'containers': [{'args': ['tritonserver', '--model-store=/mnt/models', '--grpc-port=9000', '--allow-grpc=True'], 'image': 'nvcr.io/nvidia/tritonserver:25.02-py3', 'name': 'kserve-container', 'ports': [{'containerPort': 9000, 'name': 'h2c', 'protocol': 'TCP'}], 'resources': {'limits': {'cpu': '1', 'memory': '2Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'volumeMounts': [{'mountPath': '/dev/shm', 'name': 'shm'}]}], 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'autoSelect': True, 'name': 'tensorrt', 'priority': 1, 'version': '8'}, {'autoSelect': True, 'name': 'tensorflow', 'priority': 1, 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'priority': 1, 'version': '2'}, {'autoSelect': True, 'name': 'onnx', 'priority': 1, 'version': '1'}, {'autoSelect': True, 'name': 'pytorch', 'version': '1'}, {'autoSelect': True, 'name': 'triton', 'priority': 1, 'version': '2'}, {'autoSelect': True, 'name': 'xgboost', 'version': '1'}, {'autoSelect': True, 'name': 'python', 'version': '1'}], 'volumes': [{'emptyDir': {'medium': 'Memory', 'sizeLimit': '2Gi'}, 'name': 'shm'}]}} [ocp_resources ServingRuntime] 2026-07-17T07:39:29.001804Z [info ] Wait until ServingRuntime triton-grpc-runtime is deleted [ocp_resources ServingRuntime] 2026-07-17T07:39:29.002029Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:29.023443Z [info ] Elapsed time: 8.368492126464844e-05 [0:00:00.000084] [timeout_sampler] 2026-07-17T07:39:29.023605Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T07:39:29.060696Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '3e30573d-a191-4774-8bed-bf0fdca94eb1', 'resourceVersion': '222282674', 'creationTimestamp': '2026-07-17T07:39:03Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-rqwbl'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T07:39:03Z', '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-rqwbl"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:39:03Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-rqwbl'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-rqwbl'}]} [ocp_resources ServiceAccount] 2026-07-17T07:39:29.084215Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-17T07:39:29.084848Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:29.102478Z [info ] Elapsed time: 3.743171691894531e-05 [0:00:00.000037] [timeout_sampler] 2026-07-17T07:39:29.102630Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T07:39:29.142116Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': '1db2d473-2bf1-42cd-aa79-7b153633f7a1', 'resourceVersion': '222282671', 'creationTimestamp': '2026-07-17T07:39:03Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:39:03Z', '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] 2026-07-17T07:39:29.168246Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-17T07:39:29.168467Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:29.188262Z [info ] Elapsed time: 8.440017700195312e-05 [0:00:00.000084] [timeout_sampler] 2026-07-17T07:39:29.255120Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-17T07:39:29.294882Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '401294b0-ca1b-4e95-9cbd-59dd170ee711', 'resourceVersion': '222282645', 'creationTimestamp': '2026-07-17T07:39:03Z', 'labels': {'kubernetes.io/metadata.name': 'tensorflow-standard', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c34,c4', 'openshift.io/sa.scc.supplemental-groups': '1001130000/10000', 'openshift.io/sa.scc.uid-range': '1001130000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T07:39:03Z', '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': '2026-07-17T07:39:03Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:39:03Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-17T07:39:29.324840Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-17T07:39:29.325016Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:37.498766Z [info ] Elapsed time: 8.152807712554932 [0:00:08.152808] [timeout_sampler] 2026-07-17T07:39:37.498998Z [info ] Delete Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-17T07:39:37.549558Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': '64bbafbe-ec45-45fe-a29d-5417981bb7c9', 'resourceVersion': '222282613', 'creationTimestamp': '2026-07-17T07:39:03Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-17T07:39:03Z', '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] 2026-07-17T07:39:37.576534Z [info ] Wait until Template triton-grpc-runtime-template is deleted [ocp_resources Template] 2026-07-17T07:39:37.576691Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 4 of 8 completed, 4 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/triton/S3/test_triton_rest.py::TestTritonREST::test_triton_rest_inference[tensorflow-rest] 2026-07-17T07:39:37.609577Z [info ] Elapsed time: 4.57763671875e-05 [0:00:00.000046] [timeout_sampler]  ------------------------------------- test_triton_rest_inference[tensorflow-rest] ------------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-17T07:39:37.610137Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-17T07:39:37.610274Z [info ] Executing class fixture: triton_rest_serving_runtime_template [conftest] 2026-07-17T07:39:37.610405Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-17T07:39:37.610535Z [info ] Create Template triton-rest-runtime-template [ocp_resources Template] 2026-07-17T07:39:37.610677Z [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] 2026-07-17T07:39:37.662807Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T07:39:37.662992Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-17T07:39:37.663206Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T07:39:37.711905Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-17T07:39:37.712089Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:37.732785Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-17T07:39:37.732965Z [info ] Elapsed time: 4.863739013671875e-05 [0:00:00.000049] [timeout_sampler] 2026-07-17T07:39:37.733691Z [info ] Executing class fixture: protocol [conftest] 2026-07-17T07:39:37.733825Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-17T07:39:37.796395Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-17T07:39:37.796545Z [info ] Create ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-17T07:39:37.796695Z [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] 2026-07-17T07:39:37.858758Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-17T07:39:37.858918Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T07:39:37.859111Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'tensorflow-standard'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-17T07:39:37.919266Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-17T07:39:37.919424Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:37.944715Z [info ] Elapsed time: 4.363059997558594e-05 [0:00:00.000044] [timeout_sampler] 2026-07-17T07:39:37.944854Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-17T07:39:37.945032Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T07:39:37.945162Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-17T07:39:37.998199Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-17T07:39:38.016544Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-17T07:39:38.016715Z [info ] Create InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-17T07:39:38.016845Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'tensorflow-standard-rest', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'tensorflow-standard'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'tensorrt'}, 'version': None, 'runtime': 'triton-rest-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'triton-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-17T07:39:38.096742Z [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] 2026-07-17T07:39:38.096196Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T07:39:39.131420Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T07:39:39.184284Z [info ] Elapsed time: 1.0352272987365723 [0:00:01.035227] [timeout_sampler] 2026-07-17T07:39:39.202174Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-17T07:39:39.203057Z [info ] Waiting for 599.9999985694885 seconds [0:09:59.999999], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler] 2026-07-17T07:39:59.477942Z [info ] Elapsed time: 20.19073987007141 [0:00:20.190740] [timeout_sampler] 2026-07-17T07:39:59.495617Z [info ] Waiting for 578.6012270450592 seconds [0:09:38.601227], 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] 2026-07-17T07:39:59.515127Z [info ] Elapsed time: 0.00010967254638671875 [0:00:00.000110] [timeout_sampler] 2026-07-17T07:39:59.514593Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-17T07:39:59.567794Z [info ] Waiting for 578.5289928913116 seconds [0:09:38.528993], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-17T07:39:59.585244Z [info ] Elapsed time: 9.965896606445312e-05 [0:00:00.000100] [timeout_sampler] 2026-07-17T07:39:59.585402Z [info ] Wait for Deployment tensorflow-standard-rest-predictor to be deployed: True [ocp_resources Deployment] 2026-07-17T07:39:59.585516Z [info ] Waiting for 578.5114676952362 seconds [0:09:38.511468], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:59.603703Z [info ] Elapsed time: 3.266334533691406e-05 [0:00:00.000033] [timeout_sampler] 2026-07-17T07:39:59.603862Z [info ] Waiting for 578.4930307865143 seconds [0:09:38.493031], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-17T07:39:59.621648Z [info ] Elapsed time: 3.7670135498046875e-05 [0:00:00.000038] [timeout_sampler] 2026-07-17T07:39:59.621859Z [info ] Wait for InferenceService/tensorflow-standard-rest's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-17T07:39:59.622031Z [info ] Wait until InferenceService tensorflow-standard-rest is created [ocp_resources InferenceService] 2026-07-17T07:39:59.622161Z [info ] Waiting for 578.4749569892883 seconds [0:09:38.474957], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T07:39:59.640925Z [info ] Elapsed time: 2.9802322387695312e-05 [0:00:00.000030] [timeout_sampler] 2026-07-17T07:39:59.641108Z [info ] Waiting for 578.4557662010193 seconds [0:09:38.455766], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-17T07:39:59.658907Z [info ] Elapsed time: 7.224082946777344e-05 [0:00:00.000072] [timeout_sampler] 2026-07-17T07:39:59.675935Z [info ] Waiting for 578.4207384586334 seconds [0:09:38.420738], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-17T07:39:59.693143Z [info ] Elapsed time: 6.0558319091796875e-05 [0:00:00.000061] [timeout_sampler] 2026-07-17T07:39:59.710864Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-17T07:39:59.754670Z [info ] Executing function fixture: snapshot [conftest] 2026-07-17T07:39:59.754857Z [info ] Executing function fixture: triton_response_snapshot [conftest] 2026-07-17T07:39:59.755045Z [info ] Executing function fixture: model_name [conftest] 2026-07-17T07:39:59.755220Z [info ] Executing function fixture: input_path [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-17T07:39:59Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestTritonREST.test_triton_rest_inference[tensorflow-rest] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-17T07:40:02.771177Z [info ] Delete InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-17T07:40:02.810719Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-17T07:39:38Z', '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': '2026-07-17T07:39:38Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-17T07:39:38Z'}, {'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': '2026-07-17T07:39:50Z'}], 'name': 'tensorflow-standard-rest', 'namespace': 'tensorflow-standard', 'resourceVersion': '222283709', 'uid': 'c2cbf77f-a205-49b0-8fe8-305a546d9fce'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'tensorrt'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'triton-rest-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/'}, 'serviceAccountName': 'triton-models-bucket-sa'}}, 'status': {'address': {'url': 'http://tensorflow-standard-rest-predictor.tensorflow-standard.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://tensorflow-standard-rest-predictor-tensorflow-standard.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-17T07:39:38Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-17T07:39:50Z', 'message': 'ReplicaSet "tensorflow-standard-rest-predictor-c64b5c649" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-17T07:39:50Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-17T07:39:38Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'triton-rest-runtime', 'url': 'http://tensorflow-standard-rest-predictor.tensorflow-standard.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-17T07:40:02.834784Z [info ] Wait until InferenceService tensorflow-standard-rest is deleted [ocp_resources InferenceService] 2026-07-17T07:40:02.834971Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:40:03.873638Z [info ] Elapsed time: 1.0187623500823975 [0:00:01.018762] [timeout_sampler] 2026-07-17T07:40:03.873788Z [info ] Delete ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-17T07:40:03.910845Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-17T07:39:37Z', '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': '2026-07-17T07:39:37Z'}], 'name': 'triton-rest-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '222283412', 'uid': '1229f09e-f3dd-4f2c-b239-13fc16035d51'}, '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] 2026-07-17T07:40:03.931669Z [info ] Wait until ServingRuntime triton-rest-runtime is deleted [ocp_resources ServingRuntime] 2026-07-17T07:40:03.931819Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:40:03.949427Z [info ] Elapsed time: 7.390975952148438e-05 [0:00:00.000074] [timeout_sampler] 2026-07-17T07:40:03.949578Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T07:40:03.984136Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '887b5bbe-99d3-46cc-a77c-59aaeafb6e65', 'resourceVersion': '222283429', 'creationTimestamp': '2026-07-17T07:39:37Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-lb2pj'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T07:39:37Z', '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-lb2pj"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:39:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-lb2pj'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-lb2pj'}]} [ocp_resources ServiceAccount] 2026-07-17T07:40:04.006630Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-17T07:40:04.006787Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:40:04.025393Z [info ] Elapsed time: 7.104873657226562e-05 [0:00:00.000071] [timeout_sampler] 2026-07-17T07:40:04.025546Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T07:40:04.064096Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': '440b7d11-816b-48b8-b76e-301308e0c5e8', 'resourceVersion': '222283423', 'creationTimestamp': '2026-07-17T07:39:37Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:39:37Z', '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] 2026-07-17T07:40:04.092011Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-17T07:40:04.092167Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:40:04.109541Z [info ] Elapsed time: 8.296966552734375e-05 [0:00:00.000083] [timeout_sampler] 2026-07-17T07:40:04.182780Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-17T07:40:04.220169Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '6c847b32-38c6-4d07-9e2a-9e1f14ef6d4a', 'resourceVersion': '222283398', 'creationTimestamp': '2026-07-17T07:39:37Z', '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:c34,c9', 'openshift.io/sa.scc.supplemental-groups': '1001140000/10000', 'openshift.io/sa.scc.uid-range': '1001140000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T07:39:37Z', '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': '2026-07-17T07:39:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T07:39:37Z', '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': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-17T07:40:04.246458Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-17T07:40:04.246638Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T07:40:12.406212Z [info ] Elapsed time: 8.13996410369873 [0:00:08.139964] [timeout_sampler] 2026-07-17T07:40:12.406404Z [info ] Delete Template triton-rest-runtime-template [ocp_resources Template] 2026-07-17T07:40:12.452154Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'bb46a6bd-ea9c-4e41-b615-5441b889fdd6', 'resourceVersion': '222283377', 'creationTimestamp': '2026-07-17T07:39:37Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-17T07:39:37Z', '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] 2026-07-17T07:40:12.478627Z [info ] Wait until Template triton-rest-runtime-template is deleted [ocp_resources Template] 2026-07-17T07:40:12.478861Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 5 of 8 completed, 5 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/vllm/cpu/cpu_x86/test_vllm_cpu_s3_inference.py::TestVllmCpuX86S3Inference::test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] 2026-07-17T07:40:12.501897Z [info ] Elapsed time: 4.57763671875e-05 [0:00:00.000046] [timeout_sampler]  ----------------------------- test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-17T07:40:12.505887Z [info ] Executing session fixture: skip_if_no_supported_cpu_x86_accelerator_type [conftest] 2026-07-17T07:40:12.506111Z [info ] Executing session fixture: vllm_runtime_image [conftest] 2026-07-17T07:40:12.506268Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-17T07:40:12.506419Z [info ] Executing session fixture: registry_pull_secret [conftest] 2026-07-17T07:40:12.506604Z [info ] Executing session fixture: registry_host [conftest] 2026-07-17T07:40:12.506763Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T07:40:12.506909Z [info ] Create Namespace opt-125m-standard-cpu [ocp_resources Namespace] 2026-07-17T07:40:12.507060Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-standard-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T07:40:12.555467Z [info ] Wait for Namespace opt-125m-standard-cpu status to be Active [ocp_resources Namespace] 2026-07-17T07:40:12.555691Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T07:40:12.576104Z [info ] Status of Namespace opt-125m-standard-cpu is Active [ocp_resources Namespace] 2026-07-17T07:40:12.576323Z [info ] Elapsed time: 8.273124694824219e-05 [0:00:00.000083] [timeout_sampler] 2026-07-17T07:40:12.576517Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-17T07:40:12.576698Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-17T07:40:12.627298Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-17T07:40:12.627483Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-17T07:40:12.627677Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'vllm-runtime', 'namespace': 'opt-125m-standard-cpu'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'vllm', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8080'}, 'containers': [{'args': ['--port=8080', '--model=/mnt/models', '--served-model-name={{.Name}}'], 'command': ['python', '-m', 'vllm.entrypoints.openai.api_server'], 'env': [{'name': 'HF_HOME', 'value': '/tmp/hf_home'}], 'image': 'registry.redhat.io/rhaii-early-access/vllm-cpu-rhel9@sha256:f7d3636e1bafd71bdf1f4a8b6818d9e00b7c64516ed4e732e942514a60ecd680', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}]}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-17T07:40:12.680247Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-17T07:40:12.680407Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T07:40:12.680561Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'opt-125m-standard-cpu'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-17T07:40:12.720758Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-17T07:40:12.721008Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T07:40:12.737917Z [info ] Elapsed time: 6.246566772460938e-05 [0:00:00.000062] [timeout_sampler] 2026-07-17T07:40:12.738118Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-17T07:40:12.738249Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T07:40:12.738374Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-standard-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-17T07:40:12.773666Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-17T07:40:12.773901Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-17T07:40:12.792464Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-17T07:40:12.792622Z [info ] Create InferenceService opt-125m-standard-cpu [ocp_resources InferenceService] 2026-07-17T07:40:12.792821Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'opt-125m-standard-cpu', 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'opt-125m-standard-cpu'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'vLLM'}, 'version': None, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'resources': {'requests': {'cpu': '8', 'memory': '10Gi'}, 'limits': {'cpu': '16', 'memory': '16Gi'}}, 'volumeMounts': [{'name': 'shared-memory', 'mountPath': '/dev/shm'}, {'name': 'tmp', 'mountPath': '/tmp'}, {'name': 'home', 'mountPath': '/home/vllm'}], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}]}, 'minReplicas': 1, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'name': 'shared-memory', 'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}}, {'name': 'tmp', 'emptyDir': {}}, {'name': 'home', 'emptyDir': {}}]}}} [ocp_resources InferenceService] 2026-07-17T07:40:12.899890Z [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] 2026-07-17T07:40:12.899080Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T07:40:13.943911Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T07:40:13.982372Z [info ] Elapsed time: 1.0449268817901611 [0:00:01.044927] [timeout_sampler] 2026-07-17T07:40:14.002871Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-17T07:40:14.003773Z [info ] Waiting for 1199.9999949932098 seconds [0:19:59.999995], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler]