--- pytest attempt 2026-07-16T02:14:29.550530+00:00 (/.local/bin/uv --directory /home/odh/opendatahub-tests...) --- 2026-07-16T02:14:31.579595Z [info ] Writing tests log to /home/odh/opendatahub-tests/results/pytest-tests.log [conftest] 2026-07-16T02:14:31.580047Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( 2026-07-16T02:14:31.837486Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( 2026-07-16T02:14:31.963771Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( ============================= test session starts ============================== platform linux -- Python 3.14.6, pytest-9.1.1, pluggy-1.6.0 -- /home/odh/opendatahub-tests/.venv/bin/python3 cachedir: .pytest_cache metadata: {'Python': '3.14.6', 'Platform': 'Linux-5.14.0-570.120.1.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 -------------------------------------------------------- 2026-07-16T02:14:32.205799Z [info ] Executing session fixture: event_loop_policy [conftest] 2026-07-16T02:14:32.205976Z [info ] Executing session fixture: _syrupy_apply_ide_patches [conftest] 2026-07-16T02:14:32.206114Z [info ] Executing session fixture: admin_client [conftest] 2026-07-16T02:14:32.206251Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-16T02:14:32.207568Z [info ] Executing session fixture: dsc_resource [conftest] 2026-07-16T02:14:32.207713Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-16T02:14:32.269192Z [info ] Executing session fixture: tmp_path_factory [conftest] 2026-07-16T02:14:32.269397Z [info ] Executing session fixture: tests_tmp_dir [conftest] 2026-07-16T02:14:32.270680Z [info ] Executing session fixture: os_path_environment [conftest] 2026-07-16T02:14:32.270914Z [info ] Executing session fixture: tmpdir_factory [conftest] 2026-07-16T02:14:32.271078Z [info ] Executing session fixture: bin_directory [conftest] 2026-07-16T02:14:32.272206Z [info ] Executing session fixture: oc_binary_path [conftest] 2026-07-16T02:14:32.297561Z [info ] kind: ConsoleCLIDownload api version: console.openshift.io/v1 [ocp_resources.resource] 2026-07-16T02:14:32.322908Z [info ] All oc console cli download links: ['https://downloads-openshift-console.apps.ods-qe-psi-07.osp.rh-ods.com/amd64/linux/oc.tar'] [utilities.infra] name=utilities.infra 2026-07-16T02:14:32.323037Z [info ] Downloading archive using: url=https://downloads-openshift-console.apps.ods-qe-psi-07.osp.rh-ods.com/amd64/linux/oc.tar [utilities.infra] name=utilities.infra 2026-07-16T02:14:32.324315Z [info ] Waiting for 120 seconds [0:02:00], retry every 10 seconds. (Function: utilities.infra._download_with_retry Kwargs: {'url': 'https://downloads-openshift-console.apps.ods-qe-psi-07.osp.rh-ods.com/amd64/linux/oc.tar'}) [timeout_sampler] 2026-07-16T02:14:32.402141Z [info ] Elapsed time: 5.984306335449219e-05 [0:00:00.000060] [timeout_sampler] 2026-07-16T02:14:35.516074Z [info ] Extract the downloaded archive. [utilities.infra] name=utilities.infra 2026-07-16T02:14:35.642687Z [info ] Downloaded file: ['oc']  [utilities.infra] name=utilities.infra 2026-07-16T02:14:35.675081Z [info ] Executing session fixture: bin_directory_to_os_path [conftest] 2026-07-16T02:14:35.670293Z [info ] OC binary path: /tmp/pytest-Q38RToXMpW8Y8WfceXHGwi/bin0/oc [tests.conftest] name=tests.conftest 2026-07-16T02:14:35.670423Z [info ] Adding /tmp/pytest-Q38RToXMpW8Y8WfceXHGwi/bin0 to $PATH [tests.conftest] name=tests.conftest 2026-07-16T02:14:35.675961Z [info ] Executing session fixture: nodes [conftest] 2026-07-16T02:14:36.860512Z [info ] Executing session fixture: dsci_resource [conftest] 2026-07-16T02:14:36.860728Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] 2026-07-16T02:14:36.874409Z [info ] Executing session fixture: record_testsuite_property [conftest] 2026-07-16T02:14:36.874597Z [info ] Executing session fixture: junitxml_plugin [conftest] 2026-07-16T02:14:36.874774Z [info ] Executing session fixture: cluster_sanity_scope_session [conftest] 2026-07-16T02:14:36.873451Z [info ] Check cluster sanity.  [utilities.infra] name=utilities.infra 2026-07-16T02:14:36.875074Z [info ] Verify all nodes are in a healthy condition. [ocp_utilities.infra] 2026-07-16T02:14:37.000718Z [info ] Verify all nodes are schedulable. [ocp_utilities.infra] 2026-07-16T02:14:37.113524Z [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] 2026-07-16T02:14:37.112558Z [info ] Wait for DSCI default-dsci to be in Ready status. [utilities.infra] name=utilities.infra 2026-07-16T02:14:37.114158Z [info ] Get DSCInitialization default-dsci status [ocp_resources DSCInitialization] 2026-07-16T02:14:37.127198Z [info ] Elapsed time: 0.00017118453979492188 [0:00:00.000171] [timeout_sampler] 2026-07-16T02:14:37.127547Z [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] 2026-07-16T02:14:37.126364Z [info ] Wait for DSC default-dsc are Ready. [utilities.infra] name=utilities.infra 2026-07-16T02:14:37.127984Z [info ] Get DataScienceCluster default-dsc status [ocp_resources DataScienceCluster] 2026-07-16T02:14:37.148512Z [info ] Elapsed time: 5.698204040527344e-05 [0:00:00.000057] [timeout_sampler] 2026-07-16T02:14:37.148797Z [info ] Executing session fixture: autouse_fixtures [conftest] 2026-07-16T02:14:37.149127Z [info ] Executing session fixture: pytestconfig [conftest] 2026-07-16T02:14:37.149345Z [info ] Executing session fixture: teardown_resources [conftest] 2026-07-16T02:14:37.149561Z [info ] Executing session fixture: mlserver_runtime_image [conftest] 2026-07-16T02:14:37.149777Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T02:14:37.149983Z [info ] Create Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-16T02:14:37.150164Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'sklearn-modelcar'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T02:14:37.181888Z [info ] Wait for Namespace sklearn-modelcar status to be Active [ocp_resources Namespace] 2026-07-16T02:14:37.182258Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T02:14:37.198831Z [info ] Status of Namespace sklearn-modelcar is Active [ocp_resources Namespace] 2026-07-16T02:14:37.199093Z [info ] Elapsed time: 6.580352783203125e-05 [0:00:00.000066] [timeout_sampler] 2026-07-16T02:14:37.199228Z [info ] Executing class fixture: mlserver_serving_runtime [conftest] 2026-07-16T02:14:37.199348Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T02:14:37.295743Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T02:14:37.296197Z [info ] Create ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-16T02:14:37.296451Z [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] 2026-07-16T02:14:37.332934Z [info ] Executing class fixture: mlserver_model_car_inference_service [conftest] 2026-07-16T02:14:37.333197Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T02:14:37.333427Z [info ] Create InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-16T02:14:37.333672Z [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] 2026-07-16T02:14:37.372208Z [info ] Wait for InferenceService/sklearn-modelcar's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T02:14:37.372477Z [info ] Wait until InferenceService sklearn-modelcar is created [ocp_resources InferenceService] 2026-07-16T02:14:37.372690Z [info ] Waiting for 899.9999387264252 seconds [0:14:59.999939], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:14:37.392894Z [info ] Elapsed time: 8.153915405273438e-05 [0:00:00.000082] [timeout_sampler] 2026-07-16T02:14:37.393147Z [info ] Waiting for 899.978892326355 seconds [0:14:59.978892], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T02:14:52.676686Z [info ] Elapsed time: 15.269924402236938 [0:00:15.269924] [timeout_sampler] 2026-07-16T02:14:52.691099Z [info ] Waiting for 884.6805739402771 seconds [0:14:44.680574], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T02:14:52.706398Z [info ] Elapsed time: 8.034706115722656e-05 [0:00:00.000080] [timeout_sampler] 2026-07-16T02:14:52.724064Z [info ] Executing function fixture: snapshot [conftest] 2026-07-16T02:14:52.725129Z [info ] Executing function fixture: mlserver_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-16T02:14:52Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestMLServerModelCar.test_mlserver_model_car_inference[sklearn-modelcar-standard] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T02:14:53.076891Z [info ] Delete InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-16T02:14:53.108403Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'sklearn', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T02:14:37Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:runtime': {}, 'f:storageUri': {}}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T02:14:37Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T02:14:37Z'}, {'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': '2026-07-16T02:14:52Z'}], 'name': 'sklearn-modelcar', 'namespace': 'sklearn-modelcar', 'resourceVersion': '395511387', 'uid': '768c90d7-a1ed-4f3d-b798-eaa35b9de28e'}, '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': '2026-07-16T02:14:37Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T02:14:52Z', 'message': 'ReplicaSet "sklearn-modelcar-predictor-774d7f7d6" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T02:14:52Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T02:14:37Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'mlserver-runtime', 'url': 'http://sklearn-modelcar-predictor.sklearn-modelcar.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-16T02:14:53.128852Z [info ] Wait until InferenceService sklearn-modelcar is deleted [ocp_resources InferenceService] 2026-07-16T02:14:53.129042Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:14:54.161801Z [info ] Elapsed time: 1.0126311779022217 [0:00:01.012631] [timeout_sampler] 2026-07-16T02:14:54.162001Z [info ] Delete ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-16T02:14:54.192863Z [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': '2026-07-16T02:14:37Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}, 'f: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': '2026-07-16T02:14:37Z'}], 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar', 'resourceVersion': '395511037', 'uid': '1a684679-2b57-41d3-849c-2070f8876dc8'}, '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] 2026-07-16T02:14:54.210225Z [info ] Wait until ServingRuntime mlserver-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T02:14:54.210376Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:14:54.223991Z [info ] Elapsed time: 5.602836608886719e-05 [0:00:00.000056] [timeout_sampler] 2026-07-16T02:14:54.278120Z [info ] Delete Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-16T02:14:54.309304Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'sklearn-modelcar', 'uid': '571cf91c-b4de-4006-9f7a-e12baf0f9911', 'resourceVersion': '395511025', 'creationTimestamp': '2026-07-16T02:14:37Z', 'labels': {'kubernetes.io/metadata.name': 'sklearn-modelcar', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c31,c20', 'openshift.io/sa.scc.supplemental-groups': '1000970000/10000', 'openshift.io/sa.scc.uid-range': '1000970000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:14:37Z', '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': '2026-07-16T02:14:37Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:14:37Z', '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] 2026-07-16T02:14:54.335993Z [info ] Wait until Namespace sklearn-modelcar is deleted [ocp_resources Namespace] 2026-07-16T02:14:54.336176Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 1 of 8 completed, 1 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/openvino/test_ovms_model_deployment.py::TestOpenVINOModels::test_openvino_model_inference[onnx-standard-rest-deployment] 2026-07-16T02:15:02.473421Z [info ] Elapsed time: 8.121214151382446 [0:00:08.121214] [timeout_sampler]  ----------------------------- test_openvino_model_inference[onnx-standard-rest-deployment] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T02:15:02.475731Z [info ] Executing session fixture: aws_access_key_id [conftest] 2026-07-16T02:15:02.475885Z [info ] Executing session fixture: aws_secret_access_key [conftest] 2026-07-16T02:15:02.476005Z [info ] Executing session fixture: ci_s3_bucket_endpoint [conftest] 2026-07-16T02:15:02.476127Z [info ] Executing session fixture: valid_aws_config [conftest] 2026-07-16T02:15:02.533546Z [info ] AWS credentials validated successfully via STS GetCallerIdentity [tests.conftest] name=tests.conftest 2026-07-16T02:15:02.535184Z [info ] Executing session fixture: ovms_runtime_image [conftest] 2026-07-16T02:15:02.535308Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T02:15:02.569286Z [info ] Executing session fixture: models_s3_bucket_name [conftest] 2026-07-16T02:15:02.569454Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-16T02:15:02.569591Z [info ] Executing session fixture: models_s3_bucket_region [conftest] 2026-07-16T02:15:02.569718Z [info ] Executing session fixture: models_s3_bucket_endpoint [conftest] 2026-07-16T02:15:02.569870Z [info ] Executing session fixture: gpu_count_on_cluster [conftest] 2026-07-16T02:15:02.692531Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T02:15:02.692739Z [info ] Create Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-16T02:15:02.692917Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'onnx-standard-rest'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T02:15:02.730267Z [info ] Wait for Namespace onnx-standard-rest status to be Active [ocp_resources Namespace] 2026-07-16T02:15:02.730461Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T02:15:02.748310Z [info ] Status of Namespace onnx-standard-rest is Active [ocp_resources Namespace] 2026-07-16T02:15:02.748475Z [info ] Elapsed time: 6.365776062011719e-05 [0:00:00.000064] [timeout_sampler] 2026-07-16T02:15:02.748619Z [info ] Executing class fixture: openvino_serving_runtime [conftest] 2026-07-16T02:15:02.783297Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T02:15:02.784221Z [info ] Create ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-16T02:15:02.784377Z [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] 2026-07-16T02:15:02.836182Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-16T02:15:02.836354Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T02:15:02.836510Z [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] 2026-07-16T02:15:02.864847Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-16T02:15:02.864991Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:15:02.881545Z [info ] Elapsed time: 5.6743621826171875e-05 [0:00:00.000057] [timeout_sampler] 2026-07-16T02:15:02.881726Z [info ] Executing class fixture: openvino_model_service_account [conftest] 2026-07-16T02:15:02.881986Z [info ] Create ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T02:15:02.882124Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-16T02:15:02.916010Z [info ] Executing class fixture: openvino_inference_service [conftest] 2026-07-16T02:15:02.939120Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T02:15:02.939296Z [info ] Create InferenceService onnx  [ocp_resources InferenceService] 2026-07-16T02:15:02.939448Z [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] 2026-07-16T02:15:03.029169Z [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] 2026-07-16T02:15:03.028486Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T02:15:04.055814Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T02:15:04.116829Z [info ] Elapsed time: 1.0274016857147217 [0:00:01.027402] [timeout_sampler] 2026-07-16T02:15:04.128807Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-16T02:15:04.129581Z [info ] Waiting for 899.999997138977 seconds [0:14:59.999997], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'openvino-runtime'}) [timeout_sampler] 2026-07-16T02:15:24.388562Z [info ] Elapsed time: 20.184102535247803 [0:00:20.184103] [timeout_sampler] 2026-07-16T02:15:24.402023Z [info ] Waiting for 878.6270842552185 seconds [0:14:38.627084], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=onnx', 'client': , 'namespace': 'onnx-standard-rest'}) [timeout_sampler] 2026-07-16T02:15:24.402186Z [info ] kind: Deployment api version: apps/v1 [ocp_resources.resource] 2026-07-16T02:15:24.415467Z [info ] Elapsed time: 8.630752563476562e-05 [0:00:00.000086] [timeout_sampler] 2026-07-16T02:15:24.415007Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-16T02:15:24.463227Z [info ] Waiting for 878.5657517910004 seconds [0:14:38.565752], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-16T02:15:24.477297Z [info ] Elapsed time: 9.1552734375e-05 [0:00:00.000092] [timeout_sampler] 2026-07-16T02:15:24.477451Z [info ] Wait for Deployment onnx-predictor to be deployed: True [ocp_resources Deployment] 2026-07-16T02:15:24.477571Z [info ] Waiting for 878.5515396595001 seconds [0:14:38.551540], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-16T02:15:24.490153Z [info ] Elapsed time: 3.3855438232421875e-05 [0:00:00.000034] [timeout_sampler] 2026-07-16T02:15:24.490308Z [info ] Waiting for 878.5386955738068 seconds [0:14:38.538696], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-16T02:15:24.503929Z [info ] Elapsed time: 2.956390380859375e-05 [0:00:00.000030] [timeout_sampler] 2026-07-16T02:15:24.504086Z [info ] Wait for InferenceService/onnx's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T02:15:24.504224Z [info ] Wait until InferenceService onnx is created [ocp_resources InferenceService] 2026-07-16T02:15:24.504361Z [info ] Waiting for 878.5249161720276 seconds [0:14:38.524916], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:15:24.517283Z [info ] Elapsed time: 3.123283386230469e-05 [0:00:00.000031] [timeout_sampler] 2026-07-16T02:15:24.517431Z [info ] Waiting for 878.511557340622 seconds [0:14:38.511557], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T02:15:24.532440Z [info ] Elapsed time: 3.981590270996094e-05 [0:00:00.000040] [timeout_sampler] 2026-07-16T02:15:24.546542Z [info ] Waiting for 878.4822635650635 seconds [0:14:38.482264], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T02:15:24.560076Z [info ] Elapsed time: 5.6743621826171875e-05 [0:00:00.000057] [timeout_sampler] 2026-07-16T02:15:24.573197Z [info ] Executing class fixture: protocol [conftest] 2026-07-16T02:15:24.573357Z [info ] Executing function fixture: openvino_pod_resource [conftest] 2026-07-16T02:15:24.601239Z [info ] Executing function fixture: snapshot [conftest] 2026-07-16T02:15:24.601979Z [info ] Executing function fixture: openvino_response_snapshot [conftest] 2026-07-16T02:15:24.603428Z [info ] Executing function fixture: model_format [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-16T02:15:24Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestOpenVINOModels.test_openvino_model_inference[onnx-standard-rest-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T02:15:24.772076Z [info ] Delete InferenceService onnx  [ocp_resources InferenceService] 2026-07-16T02:15:24.802076Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'openvino_ir', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T02:15:02Z', 'finalizers': ['odh.inferenceservice.finalizers', 'inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T02:15:02Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T02:15:03Z'}, {'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': '2026-07-16T02:15:15Z'}], 'name': 'onnx', 'namespace': 'onnx-standard-rest', 'resourceVersion': '395512079', 'uid': 'c783a4d5-1ea2-4a74-a5a3-e54204094afd'}, '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': '2026-07-16T02:15:03Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T02:15:15Z', 'message': 'ReplicaSet "onnx-predictor-5f55f998cc" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T02:15:15Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T02:15:03Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'openvino-runtime', 'url': 'http://onnx-predictor.onnx-standard-rest.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-16T02:15:24.821935Z [info ] Wait until InferenceService onnx is deleted [ocp_resources InferenceService] 2026-07-16T02:15:24.822101Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:15:25.849033Z [info ] Elapsed time: 1.0128719806671143 [0:00:01.012872] [timeout_sampler] 2026-07-16T02:15:25.849252Z [info ] Delete ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-16T02:15:25.878294Z [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': '2026-07-16T02:15:02Z', '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': '2026-07-16T02:15:02Z'}], 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest', 'resourceVersion': '395511719', 'uid': 'ded3eca8-c4e2-4c8c-b4a2-2bae33e17eb5'}, '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] 2026-07-16T02:15:25.895133Z [info ] Wait until ServingRuntime openvino-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T02:15:25.895281Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:15:26.123913Z [info ] Elapsed time: 5.459785461425781e-05 [0:00:00.000055] [timeout_sampler] 2026-07-16T02:15:26.124090Z [info ] Delete ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T02:15:26.151314Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest', 'uid': '4ae5b146-a487-4c47-adae-81abe9fd0db4', 'resourceVersion': '395511724', 'creationTimestamp': '2026-07-16T02:15:02Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'openvino-models-bucket-sa-dockercfg-n48l7'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:15:02Z', '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-n48l7"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:15:02Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'openvino-models-bucket-sa-dockercfg-n48l7'}], 'imagePullSecrets': [{'name': 'openvino-models-bucket-sa-dockercfg-n48l7'}]} [ocp_resources ServiceAccount] 2026-07-16T02:15:26.169561Z [info ] Wait until ServiceAccount openvino-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-16T02:15:26.169712Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:15:26.181967Z [info ] Elapsed time: 4.8160552978515625e-05 [0:00:00.000048] [timeout_sampler] 2026-07-16T02:15:26.182096Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T02:15:26.245715Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'onnx-standard-rest', 'uid': '6b3cbf84-cc77-4eca-9930-08501099478b', 'resourceVersion': '395511722', 'creationTimestamp': '2026-07-16T02:15:02Z', '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': '2026-07-16T02:15:02Z', '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] 2026-07-16T02:15:26.262067Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-16T02:15:26.262228Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:15:26.275916Z [info ] Elapsed time: 4.649162292480469e-05 [0:00:00.000046] [timeout_sampler] 2026-07-16T02:15:26.347325Z [info ] Delete Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-16T02:15:26.374628Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'onnx-standard-rest', 'uid': '72db5c95-0e34-41c6-beab-f481d2bc4e96', 'resourceVersion': '395511709', 'creationTimestamp': '2026-07-16T02:15:02Z', '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:c31,c25', 'openshift.io/sa.scc.supplemental-groups': '1000980000/10000', 'openshift.io/sa.scc.uid-range': '1000980000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:15:02Z', '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': '2026-07-16T02:15:02Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:15:02Z', '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] 2026-07-16T02:15:26.396774Z [info ] Wait until Namespace onnx-standard-rest is deleted [ocp_resources Namespace] 2026-07-16T02:15:26.396951Z [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] 2026-07-16T02:15:33.512175Z [info ] Elapsed time: 7.096118688583374 [0:00:07.096119] [timeout_sampler]  ------------------------------------ test_ovms_smoke_runs_in_openshift[ovms-smoke] ------------------------------------ -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T02:15:33.512772Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T02:15:33.512914Z [info ] Create Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-16T02:15:33.513043Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'ovms-smoke'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T02:15:33.550085Z [info ] Wait for Namespace ovms-smoke status to be Active [ocp_resources Namespace] 2026-07-16T02:15:33.550231Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T02:15:33.562102Z [info ] Status of Namespace ovms-smoke is Active [ocp_resources Namespace] 2026-07-16T02:15:33.562252Z [info ] Elapsed time: 4.9114227294921875e-05 [0:00:00.000049] [timeout_sampler] 2026-07-16T02:15:33.562391Z [info ] Executing class fixture: ovms_smoke_scripts_configmap [conftest] 2026-07-16T02:15:33.564339Z [info ] Create ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-16T02:15:33.564557Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ConfigMap', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke'}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-16T02:15:33.604800Z [info ] Executing class fixture: ovms_smoke_pod [conftest] 2026-07-16T02:15:33.604975Z [info ] Create Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-16T02:15:33.605129Z [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] 2026-07-16T02:15:33.660180Z [info ] Waiting for OVMS smoke Pod to complete [tests.model_serving.model_runtime.openvino.conftest] name=tests.model_serving.model_runtime.openvino.conftest 2026-07-16T02:15:33.661211Z [info ] Wait for Pod ovms-smoke-pod status to be Succeeded [ocp_resources Pod] 2026-07-16T02:15:33.661334Z [info ] Waiting for 300 seconds [0:05:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T02:15:33.673354Z [info ] Status of Pod ovms-smoke-pod is Pending [ocp_resources Pod] 2026-07-16T02:15:35.716149Z [info ] Status of Pod ovms-smoke-pod is Running [ocp_resources Pod] 2026-07-16T02:16:14.337921Z [info ] Status of Pod ovms-smoke-pod is Succeeded [ocp_resources Pod] 2026-07-16T02:16:14.338078Z [info ] Elapsed time: 40.662245988845825 [0:00:40.662246] [timeout_sampler] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOVMSSmokeInOpenShift.test_ovms_smoke_runs_in_openshift[ovms-smoke] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T02:16:14.351802Z [info ] Delete Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-16T02:16:14.387465Z [info ] Deleting {'kind': 'Pod', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke', 'uid': '1e89081b-239a-4a92-b4de-d013280a17b9', 'resourceVersion': '395513180', 'creationTimestamp': '2026-07-16T02:15:33Z', 'annotations': {'k8s.ovn.org/pod-networks': '{"default":{"ip_addresses":["10.130.3.126/23"],"mac_address":"0a:58:0a:82:03:7e","gateway_ips":["10.130.2.1"],"routes":[{"dest":"10.128.0.0/14","nextHop":"10.130.2.1"},{"dest":"172.30.0.0/16","nextHop":"10.130.2.1"},{"dest":"169.254.0.5/32","nextHop":"10.130.2.1"},{"dest":"100.64.0.0/16","nextHop":"10.130.2.1"}],"ip_address":"10.130.3.126/23","gateway_ip":"10.130.2.1","role":"primary"}}', 'k8s.v1.cni.cncf.io/network-status': '[{\n "name": "ovn-kubernetes",\n "interface": "eth0",\n "ips": [\n "10.130.3.126"\n ],\n "mac": "0a:58:0a:82:03:7e",\n "default": true,\n "dns": {}\n}]', 'openshift.io/scc': 'openshift-ai-llminferenceservice-multi-node-scc', 'seccomp.security.alpha.kubernetes.io/pod': 'runtime/default'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:15:33Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:spec': {'f:containers': {'k:{"name":"ovms-smoke"}': {'.': {}, 'f:args': {}, 'f:command': {}, 'f:env': {'.': {}, 'k:{"name":"HF_HOME"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"HOME"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"MPLCONFIGDIR"}': {'.': {}, 'f:name': {}, 'f:value': {}}}, 'f:image': {}, 'f:imagePullPolicy': {}, 'f:name': {}, 'f:resources': {}, 'f:securityContext': {'.': {}, 'f:allowPrivilegeEscalation': {}, 'f:capabilities': {'.': {}, 'f:drop': {}}, 'f:runAsNonRoot': {}, 'f:seccompProfile': {'.': {}, 'f:type': {}}}, 'f:terminationMessagePath': {}, 'f:terminationMessagePolicy': {}, 'f:volumeMounts': {'.': {}, 'k:{"mountPath":"/scripts"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}, 'f:readOnly': {}}}}}, 'f:dnsPolicy': {}, 'f:enableServiceLinks': {}, 'f:restartPolicy': {}, 'f:schedulerName': {}, 'f:securityContext': {}, 'f:terminationGracePeriodSeconds': {}, 'f:volumes': {'.': {}, 'k:{"name":"smoke-scripts"}': {'.': {}, 'f:configMap': {'.': {}, 'f:defaultMode': {}, 'f:name': {}}, 'f:name': {}}}}}}, {'manager': 'ods-qe-psi-07-b4mqp-worker-0-tx6lc', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:15:33Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.ovn.org/pod-networks': {}}}}, 'subresource': 'status'}, {'manager': 'multus-daemon', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:15:34Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.v1.cni.cncf.io/network-status': {}}}}, 'subresource': 'status'}, {'manager': 'kubelet', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:16:13Z', '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":"10.130.3.126"}': {'.': {}, 'f:ip': {}}}, 'f:startTime': {}}}, 'subresource': 'status'}]}, 'spec': {'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts', 'defaultMode': 420}}, {'name': 'kube-api-access-f2228', 'projected': {'sources': [{'serviceAccountToken': {'expirationSeconds': 3607, 'path': 'token'}}, {'configMap': {'name': 'kube-root-ca.crt', 'items': [{'key': 'ca.crt', 'path': 'ca.crt'}]}}, {'downwardAPI': {'items': [{'path': 'namespace', 'fieldRef': {'apiVersion': 'v1', 'fieldPath': 'metadata.namespace'}}]}}, {'configMap': {'name': 'openshift-service-ca.crt', 'items': [{'key': 'service-ca.crt', 'path': 'service-ca.crt'}]}}], 'defaultMode': 420}}], 'containers': [{'name': 'ovms-smoke', 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'command': ['/bin/sh', '-c'], 'args': ['python3 /scripts/ovms_smoketest.py && python3 /scripts/smoke.py'], 'env': [{'name': 'HOME', 'value': '/tmp'}, {'name': 'HF_HOME', 'value': '/tmp/hf_cache'}, {'name': 'MPLCONFIGDIR', 'value': '/tmp/matplotlib'}], 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'readOnly': True, 'mountPath': '/scripts'}, {'name': 'kube-api-access-f2228', 'readOnly': True, 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount'}], 'terminationMessagePath': '/dev/termination-log', 'terminationMessagePolicy': 'File', 'imagePullPolicy': 'IfNotPresent', 'securityContext': {'capabilities': {'drop': ['ALL']}, 'runAsUser': 1000990000, 'runAsNonRoot': True, 'allowPrivilegeEscalation': False, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'terminationGracePeriodSeconds': 30, 'dnsPolicy': 'ClusterFirst', 'serviceAccountName': 'default', 'serviceAccount': 'default', 'nodeName': 'ods-qe-psi-07-b4mqp-worker-0-tx6lc', 'securityContext': {'seLinuxOptions': {'level': 's0:c31,c30'}, 'seccompProfile': {'type': 'RuntimeDefault'}}, 'imagePullSecrets': [{'name': 'default-dockercfg-glb2w'}], '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': '2026-07-16T02:16:13Z'}, {'type': 'Initialized', 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-16T02:15:33Z', 'reason': 'PodCompleted'}, {'type': 'Ready', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-16T02:16:12Z', 'reason': 'PodCompleted'}, {'type': 'ContainersReady', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-16T02:16:12Z', 'reason': 'PodCompleted'}, {'type': 'PodScheduled', 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-16T02:15:33Z'}], 'hostIP': '192.169.0.8', 'hostIPs': [{'ip': '192.169.0.8'}], 'podIP': '10.130.3.126', 'podIPs': [{'ip': '10.130.3.126'}], 'startTime': '2026-07-16T02:15:33Z', 'containerStatuses': [{'name': 'ovms-smoke', 'state': {'terminated': {'exitCode': 0, 'reason': 'Completed', 'startedAt': '2026-07-16T02:15:34Z', 'finishedAt': '2026-07-16T02:16:12Z', 'containerID': 'cri-o://dcd62ace00dd50f171e11bb24046ae88f4ae292838d871d262d59a2e87cdd7de'}}, 'lastState': {}, 'ready': False, 'restartCount': 0, 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'imageID': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'containerID': 'cri-o://dcd62ace00dd50f171e11bb24046ae88f4ae292838d871d262d59a2e87cdd7de', 'started': False, 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}, {'name': 'kube-api-access-f2228', 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}]}], 'qosClass': 'BestEffort'}} [ocp_resources Pod] 2026-07-16T02:16:14.410005Z [info ] Wait until Pod ovms-smoke-pod is deleted [ocp_resources Pod] 2026-07-16T02:16:14.410169Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:14.424852Z [info ] Elapsed time: 4.5299530029296875e-05 [0:00:00.000045] [timeout_sampler] 2026-07-16T02:16:14.425015Z [info ] Delete ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-16T02:16:14.457140Z [info ] Deleting {'kind': 'ConfigMap', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke', 'uid': 'ebb864d2-e573-4cab-8b50-5fe182f47b74', 'resourceVersion': '395512490', 'creationTimestamp': '2026-07-16T02:15:33Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:15:33Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:ovms_smoketest.py': {}, 'f:smoke.py': {}}}}]}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-16T02:16:14.478606Z [info ] Wait until ConfigMap ovms-smoke-scripts is deleted [ocp_resources ConfigMap] 2026-07-16T02:16:14.478810Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:14.495119Z [info ] Elapsed time: 5.030632019042969e-05 [0:00:00.000050] [timeout_sampler] 2026-07-16T02:16:14.508784Z [info ] Delete Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-16T02:16:14.537861Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke', 'uid': '71fdd51c-184a-44c1-978c-eef74094d93f', 'resourceVersion': '395512479', 'creationTimestamp': '2026-07-16T02:15:33Z', '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:c31,c30', 'openshift.io/sa.scc.supplemental-groups': '1000990000/10000', 'openshift.io/sa.scc.uid-range': '1000990000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:15:33Z', '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': '2026-07-16T02:15:33Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:15:33Z', '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] 2026-07-16T02:16:14.555837Z [info ] Wait until Namespace ovms-smoke is deleted [ocp_resources Namespace] 2026-07-16T02:16:14.556004Z [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] 2026-07-16T02:16:22.685669Z [info ] Elapsed time: 8.112780094146729 [0:00:08.112780] [timeout_sampler]  ------------------------------------- test_triton_grpc_inference[tensorflow-grpc] ------------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T02:16:22.692538Z [info ] Executing session fixture: root_dir [conftest] 2026-07-16T02:16:22.692786Z [info ] Executing session fixture: triton_runtime_image [conftest] 2026-07-16T02:16:22.692950Z [info ] Executing session fixture: supported_accelerator_type [conftest] 2026-07-16T02:16:22.693071Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-16T02:16:22.693185Z [info ] Executing class fixture: triton_grpc_serving_runtime_template [conftest] 2026-07-16T02:16:22.693296Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T02:16:22.693462Z [info ] Create Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-16T02:16:22.693593Z [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] 2026-07-16T02:16:22.733693Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T02:16:22.733884Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-16T02:16:22.734052Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T02:16:22.775188Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-16T02:16:22.776022Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:22.790091Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-16T02:16:22.790343Z [info ] Elapsed time: 7.605552673339844e-05 [0:00:00.000076] [timeout_sampler] 2026-07-16T02:16:22.790485Z [info ] Executing class fixture: protocol [conftest] 2026-07-16T02:16:22.790633Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-16T02:16:22.835615Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T02:16:22.835891Z [info ] Create ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-16T02:16:22.836033Z [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] 2026-07-16T02:16:22.872646Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-16T02:16:22.872856Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T02:16:22.873072Z [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] 2026-07-16T02:16:22.902214Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-16T02:16:22.902377Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:22.916412Z [info ] Elapsed time: 5.412101745605469e-05 [0:00:00.000054] [timeout_sampler] 2026-07-16T02:16:22.916614Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-16T02:16:22.916853Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T02:16:22.916967Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-16T02:16:22.947322Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-16T02:16:22.965559Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T02:16:22.965844Z [info ] Create InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-16T02:16:22.965966Z [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] 2026-07-16T02:16:23.018625Z [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] 2026-07-16T02:16:23.017870Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T02:16:24.055721Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T02:16:24.098391Z [info ] Elapsed time: 1.0379600524902344 [0:00:01.037960] [timeout_sampler] 2026-07-16T02:16:24.112727Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-16T02:16:24.113875Z [info ] Waiting for 599.9999959468842 seconds [0:09:59.999996], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-grpc-runtime'}) [timeout_sampler] 2026-07-16T02:16:44.424396Z [info ] Elapsed time: 20.2449893951416 [0:00:20.244989] [timeout_sampler] 2026-07-16T02:16:44.437772Z [info ] Waiting for 578.5806841850281 seconds [0:09:38.580684], 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] 2026-07-16T02:16:44.452922Z [info ] Elapsed time: 9.608268737792969e-05 [0:00:00.000096] [timeout_sampler] 2026-07-16T02:16:44.452147Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-16T02:16:44.492377Z [info ] Waiting for 578.5261979103088 seconds [0:09:38.526198], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-16T02:16:44.505303Z [info ] Elapsed time: 0.00011944770812988281 [0:00:00.000119] [timeout_sampler] 2026-07-16T02:16:44.505462Z [info ] Wait for Deployment tensorflow-standard-grpc-predictor to be deployed: True [ocp_resources Deployment] 2026-07-16T02:16:44.505572Z [info ] Waiting for 578.5130567550659 seconds [0:09:38.513057], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:44.519861Z [info ] Elapsed time: 3.266334533691406e-05 [0:00:00.000033] [timeout_sampler] 2026-07-16T02:16:44.520044Z [info ] Waiting for 578.4987235069275 seconds [0:09:38.498724], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-16T02:16:44.536080Z [info ] Elapsed time: 4.3392181396484375e-05 [0:00:00.000043] [timeout_sampler] 2026-07-16T02:16:44.536336Z [info ] Wait for InferenceService/tensorflow-standard-grpc's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T02:16:44.536470Z [info ] Wait until InferenceService tensorflow-standard-grpc is created [ocp_resources InferenceService] 2026-07-16T02:16:44.536577Z [info ] Waiting for 578.482460975647 seconds [0:09:38.482461], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:44.549542Z [info ] Elapsed time: 4.9591064453125e-05 [0:00:00.000050] [timeout_sampler] 2026-07-16T02:16:44.549950Z [info ] Waiting for 578.4691495895386 seconds [0:09:38.469150], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T02:16:44.563009Z [info ] Elapsed time: 5.078315734863281e-05 [0:00:00.000051] [timeout_sampler] 2026-07-16T02:16:44.575801Z [info ] Waiting for 578.442544221878 seconds [0:09:38.442544], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T02:16:44.588991Z [info ] Elapsed time: 7.390975952148438e-05 [0:00:00.000074] [timeout_sampler] 2026-07-16T02:16:44.603964Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-16T02:16:44.633962Z [info ] Executing function fixture: snapshot [conftest] 2026-07-16T02:16:44.634152Z [info ] Executing function fixture: triton_response_snapshot [conftest] 2026-07-16T02:16:44.635289Z [info ] Executing function fixture: model_name [conftest] 2026-07-16T02:16:44.635435Z [info ] Executing function fixture: input_path [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-16T02:16:44Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestTritonGRPC.test_triton_grpc_inference[tensorflow-grpc] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T02:16:47.649384Z [info ] Delete InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-16T02:16:47.681031Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T02:16:22Z', 'finalizers': ['odh.inferenceservice.finalizers', 'inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T02:16:22Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T02:16:23Z'}, {'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': '2026-07-16T02:16:35Z'}], 'name': 'tensorflow-standard-grpc', 'namespace': 'tensorflow-standard', 'resourceVersion': '395513688', 'uid': '7332d36d-d665-41c8-86af-13707c29e36c'}, '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': '2026-07-16T02:16:23Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T02:16:35Z', 'message': 'ReplicaSet "tensorflow-standard-grpc-predictor-58fc5b7fd6" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T02:16:35Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T02:16:23Z', '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] 2026-07-16T02:16:47.699157Z [info ] Wait until InferenceService tensorflow-standard-grpc is deleted [ocp_resources InferenceService] 2026-07-16T02:16:47.699350Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:48.735518Z [info ] Elapsed time: 1.0137457847595215 [0:00:01.013746] [timeout_sampler] 2026-07-16T02:16:48.735710Z [info ] Delete ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-16T02:16:48.784185Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-16T02:16:22Z', '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': '2026-07-16T02:16:22Z'}], 'name': 'triton-grpc-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '395513374', 'uid': 'f0f6cc07-406c-467a-b2a6-0cddd376ea45'}, '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] 2026-07-16T02:16:48.816149Z [info ] Wait until ServingRuntime triton-grpc-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T02:16:48.816344Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:48.837613Z [info ] Elapsed time: 6.461143493652344e-05 [0:00:00.000065] [timeout_sampler] 2026-07-16T02:16:48.837827Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T02:16:48.876948Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '03fe67fc-ed73-4fe9-b08a-0bb1e9c6135d', 'resourceVersion': '395513380', 'creationTimestamp': '2026-07-16T02:16:22Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-ndxfr'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:16:22Z', '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-ndxfr"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:16:22Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-ndxfr'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-ndxfr'}]} [ocp_resources ServiceAccount] 2026-07-16T02:16:49.036439Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-16T02:16:49.037238Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:49.052615Z [info ] Elapsed time: 6.008148193359375e-05 [0:00:00.000060] [timeout_sampler] 2026-07-16T02:16:49.052819Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T02:16:49.090845Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': '7006316c-77fd-4fba-aa98-5dead33e31ce', 'resourceVersion': '395513378', 'creationTimestamp': '2026-07-16T02:16:22Z', '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': '2026-07-16T02:16:22Z', '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] 2026-07-16T02:16:49.109428Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-16T02:16:49.109612Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:49.126927Z [info ] Elapsed time: 6.270408630371094e-05 [0:00:00.000063] [timeout_sampler] 2026-07-16T02:16:49.205152Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-16T02:16:49.242847Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '599686b6-1a3b-4e34-bab1-7353d1fb682e', 'resourceVersion': '395513360', 'creationTimestamp': '2026-07-16T02:16:22Z', 'labels': {'kubernetes.io/metadata.name': 'tensorflow-standard', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c32,c4', 'openshift.io/sa.scc.supplemental-groups': '1001000000/10000', 'openshift.io/sa.scc.uid-range': '1001000000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:16:22Z', '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': '2026-07-16T02:16:22Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:16:22Z', '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] 2026-07-16T02:16:49.263357Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-16T02:16:49.263532Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:57.407998Z [info ] Elapsed time: 8.1270751953125 [0:00:08.127075] [timeout_sampler] 2026-07-16T02:16:57.408157Z [info ] Delete Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-16T02:16:57.446428Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': '3a952c70-87a2-4a8c-9b3f-b3a0da592915', 'resourceVersion': '395513340', 'creationTimestamp': '2026-07-16T02:16:22Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-16T02:16:22Z', '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] 2026-07-16T02:16:57.468381Z [info ] Wait until Template triton-grpc-runtime-template is deleted [ocp_resources Template] 2026-07-16T02:16:57.468517Z [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] 2026-07-16T02:16:57.499201Z [info ] Elapsed time: 7.319450378417969e-05 [0:00:00.000073] [timeout_sampler]  ------------------------------------- test_triton_rest_inference[tensorflow-rest] ------------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T02:16:57.499912Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-16T02:16:57.500026Z [info ] Executing class fixture: triton_rest_serving_runtime_template [conftest] 2026-07-16T02:16:57.500134Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T02:16:57.500259Z [info ] Create Template triton-rest-runtime-template [ocp_resources Template] 2026-07-16T02:16:57.500393Z [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] 2026-07-16T02:16:57.543597Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T02:16:57.543889Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-16T02:16:57.544042Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T02:16:57.583365Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-16T02:16:57.583526Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:57.603289Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-16T02:16:57.603426Z [info ] Elapsed time: 6.031990051269531e-05 [0:00:00.000060] [timeout_sampler] 2026-07-16T02:16:57.604096Z [info ] Executing class fixture: protocol [conftest] 2026-07-16T02:16:57.604210Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-16T02:16:57.638658Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T02:16:57.638971Z [info ] Create ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-16T02:16:57.639135Z [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] 2026-07-16T02:16:57.680548Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-16T02:16:57.680707Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T02:16:57.680943Z [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] 2026-07-16T02:16:57.713146Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-16T02:16:57.713318Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:16:57.731250Z [info ] Elapsed time: 5.4836273193359375e-05 [0:00:00.000055] [timeout_sampler] 2026-07-16T02:16:57.731479Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-16T02:16:57.731600Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T02:16:57.731709Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-16T02:16:57.766295Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-16T02:16:57.780044Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T02:16:57.780215Z [info ] Create InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-16T02:16:57.780367Z [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] 2026-07-16T02:16:57.833916Z [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] 2026-07-16T02:16:57.833192Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T02:16:58.863627Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T02:16:58.914983Z [info ] Elapsed time: 1.030512809753418 [0:00:01.030513] [timeout_sampler] 2026-07-16T02:16:58.931591Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-16T02:16:58.932583Z [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-rest-runtime'}) [timeout_sampler] 2026-07-16T02:17:19.219039Z [info ] Elapsed time: 20.197241067886353 [0:00:20.197241] [timeout_sampler] 2026-07-16T02:17:19.233527Z [info ] Waiting for 578.6004550457001 seconds [0:09:38.600455], 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] 2026-07-16T02:17:19.249633Z [info ] Elapsed time: 0.00010442733764648438 [0:00:00.000104] [timeout_sampler] 2026-07-16T02:17:19.248964Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-16T02:17:19.300907Z [info ] Waiting for 578.532913684845 seconds [0:09:38.532914], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-16T02:17:19.318961Z [info ] Elapsed time: 0.00010013580322265625 [0:00:00.000100] [timeout_sampler] 2026-07-16T02:17:19.319122Z [info ] Wait for Deployment tensorflow-standard-rest-predictor to be deployed: True [ocp_resources Deployment] 2026-07-16T02:17:19.319243Z [info ] Waiting for 578.5148453712463 seconds [0:09:38.514845], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-16T02:17:19.336120Z [info ] Elapsed time: 3.266334533691406e-05 [0:00:00.000033] [timeout_sampler] 2026-07-16T02:17:19.336286Z [info ] Waiting for 578.4976577758789 seconds [0:09:38.497658], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-16T02:17:19.352343Z [info ] Elapsed time: 3.528594970703125e-05 [0:00:00.000035] [timeout_sampler] 2026-07-16T02:17:19.352514Z [info ] Wait for InferenceService/tensorflow-standard-rest's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T02:17:19.352646Z [info ] Wait until InferenceService tensorflow-standard-rest is created [ocp_resources InferenceService] 2026-07-16T02:17:19.352818Z [info ] Waiting for 578.4814765453339 seconds [0:09:38.481477], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:17:19.370734Z [info ] Elapsed time: 3.218650817871094e-05 [0:00:00.000032] [timeout_sampler] 2026-07-16T02:17:19.370932Z [info ] Waiting for 578.4630699157715 seconds [0:09:38.463070], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T02:17:19.386428Z [info ] Elapsed time: 3.6716461181640625e-05 [0:00:00.000037] [timeout_sampler] 2026-07-16T02:17:19.402825Z [info ] Waiting for 578.4309096336365 seconds [0:09:38.430910], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T02:17:19.418420Z [info ] Elapsed time: 7.295608520507812e-05 [0:00:00.000073] [timeout_sampler] 2026-07-16T02:17:19.437935Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-16T02:17:19.480583Z [info ] Executing function fixture: snapshot [conftest] 2026-07-16T02:17:19.481688Z [info ] Executing function fixture: triton_response_snapshot [conftest] 2026-07-16T02:17:19.481940Z [info ] Executing function fixture: model_name [conftest] 2026-07-16T02:17:19.482072Z [info ] Executing function fixture: input_path [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-16T02:17:19Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestTritonREST.test_triton_rest_inference[tensorflow-rest] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T02:17:23.761865Z [info ] Delete InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-16T02:17:23.796953Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T02:16:57Z', 'finalizers': ['odh.inferenceservice.finalizers', 'inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T02:16:57Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T02:16:57Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-16T02:17:11Z'}], 'name': 'tensorflow-standard-rest', 'namespace': 'tensorflow-standard', 'resourceVersion': '395514440', 'uid': '7d1439f9-1465-4f87-b991-328fe5cd475f'}, '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': '2026-07-16T02:16:58Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T02:17:11Z', 'message': 'ReplicaSet "tensorflow-standard-rest-predictor-c64b5c649" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T02:17:11Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T02:16:58Z', '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] 2026-07-16T02:17:23.820592Z [info ] Wait until InferenceService tensorflow-standard-rest is deleted [ocp_resources InferenceService] 2026-07-16T02:17:23.820868Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:17:24.853155Z [info ] Elapsed time: 1.01487135887146 [0:00:01.014871] [timeout_sampler] 2026-07-16T02:17:24.853399Z [info ] Delete ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-16T02:17:24.890396Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-16T02:16:57Z', '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': '2026-07-16T02:16:57Z'}], 'name': 'triton-rest-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '395514136', 'uid': '39272fe0-7b44-45d1-a1f3-6c915cc9fa9d'}, '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] 2026-07-16T02:17:24.915106Z [info ] Wait until ServingRuntime triton-rest-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T02:17:24.915277Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:17:24.933003Z [info ] Elapsed time: 4.4345855712890625e-05 [0:00:00.000044] [timeout_sampler] 2026-07-16T02:17:24.933165Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T02:17:24.963731Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '97d0bb80-798e-4525-a35a-ba5d6acf643f', 'resourceVersion': '395514141', 'creationTimestamp': '2026-07-16T02:16:57Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-rlskb'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:16:57Z', '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-rlskb"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:16:57Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-rlskb'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-rlskb'}]} [ocp_resources ServiceAccount] 2026-07-16T02:17:24.983409Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-16T02:17:24.983550Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:17:24.998044Z [info ] Elapsed time: 6.0558319091796875e-05 [0:00:00.000061] [timeout_sampler] 2026-07-16T02:17:24.998193Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T02:17:25.036025Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': 'de6f4642-4a7b-4584-b337-4baf3f7de5cf', 'resourceVersion': '395514139', 'creationTimestamp': '2026-07-16T02:16:57Z', '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': '2026-07-16T02:16:57Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:AWS_ACCESS_KEY_ID': {}, 'f:AWS_SECRET_ACCESS_KEY': {}}, 'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/s3-endpoint': {}, 'f:serving.kserve.io/s3-region': {}, 'f:serving.kserve.io/s3-useanoncredential': {}, 'f:serving.kserve.io/s3-usehttps': {}, 'f:serving.kserve.io/s3-verifyssl': {}}}, 'f:type': {}}}]}, 'data': '*******', 'type': 'Opaque'} [ocp_resources Secret] 2026-07-16T02:17:25.057997Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-16T02:17:25.058167Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:17:25.076486Z [info ] Elapsed time: 5.3882598876953125e-05 [0:00:00.000054] [timeout_sampler] 2026-07-16T02:17:25.134773Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-16T02:17:25.166916Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '8c7a75ea-f1c8-4e33-be64-a09cce0b1f7d', 'resourceVersion': '395514122', 'creationTimestamp': '2026-07-16T02:16:57Z', 'labels': {'kubernetes.io/metadata.name': 'tensorflow-standard', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c32,c9', 'openshift.io/sa.scc.supplemental-groups': '1001010000/10000', 'openshift.io/sa.scc.uid-range': '1001010000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:16:57Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:16:57Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:16:57Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-16T02:17:25.187245Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-16T02:17:25.187402Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:17:32.358659Z [info ] Elapsed time: 7.153533935546875 [0:00:07.153534] [timeout_sampler] 2026-07-16T02:17:32.358881Z [info ] Delete Template triton-rest-runtime-template [ocp_resources Template] 2026-07-16T02:17:32.396533Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': '6c89bec3-b1d7-4360-8184-73dec9d39bf5', 'resourceVersion': '395514108', 'creationTimestamp': '2026-07-16T02:16:57Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-16T02:16:57Z', '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] 2026-07-16T02:17:32.419458Z [info ] Wait until Template triton-rest-runtime-template is deleted [ocp_resources Template] 2026-07-16T02:17:32.419691Z [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] 2026-07-16T02:17:32.436969Z [info ] Elapsed time: 9.202957153320312e-05 [0:00:00.000092] [timeout_sampler]  ----------------------------- test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T02:17:32.440731Z [info ] Executing session fixture: skip_if_no_supported_cpu_x86_accelerator_type [conftest] 2026-07-16T02:17:32.441004Z [info ] Executing session fixture: vllm_runtime_image [conftest] 2026-07-16T02:17:32.441123Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-16T02:17:32.441231Z [info ] Executing session fixture: registry_pull_secret [conftest] 2026-07-16T02:17:32.441338Z [info ] Executing session fixture: registry_host [conftest] 2026-07-16T02:17:32.441437Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T02:17:32.441541Z [info ] Create Namespace opt-125m-standard-cpu [ocp_resources Namespace] 2026-07-16T02:17:32.441645Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-standard-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T02:17:32.509792Z [info ] Wait for Namespace opt-125m-standard-cpu status to be Active [ocp_resources Namespace] 2026-07-16T02:17:32.509969Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T02:17:32.532379Z [info ] Status of Namespace opt-125m-standard-cpu is Active [ocp_resources Namespace] 2026-07-16T02:17:32.532536Z [info ] Elapsed time: 6.270408630371094e-05 [0:00:00.000063] [timeout_sampler] 2026-07-16T02:17:32.532674Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-16T02:17:32.532884Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T02:17:32.591827Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T02:17:32.591962Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-16T02:17:32.592152Z [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] 2026-07-16T02:17:32.627319Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-16T02:17:32.627482Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T02:17:32.627627Z [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] 2026-07-16T02:17:32.671580Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-16T02:17:32.671739Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:17:32.685370Z [info ] Elapsed time: 5.9604644775390625e-05 [0:00:00.000060] [timeout_sampler] 2026-07-16T02:17:32.685526Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-16T02:17:32.685667Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T02:17:32.685906Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-standard-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-16T02:17:32.722489Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-16T02:17:32.722654Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-16T02:17:32.738929Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T02:17:32.739078Z [info ] Create InferenceService opt-125m-standard-cpu [ocp_resources InferenceService] 2026-07-16T02:17:32.739276Z [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] 2026-07-16T02:17:32.835005Z [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] 2026-07-16T02:17:32.834204Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T02:17:33.872386Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T02:17:33.917110Z [info ] Elapsed time: 1.0383212566375732 [0:00:01.038321] [timeout_sampler] 2026-07-16T02:17:33.929905Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-16T02:17:33.930782Z [info ] Waiting for 1199.9999978542328 seconds [0:19:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-16T02:20:15.533948Z [info ] Elapsed time: 161.48232913017273 [0:02:41.482329] [timeout_sampler] 2026-07-16T02:20:15.567286Z [info ] Waiting for 1037.2675414085388 seconds [0:17:17.267541], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=opt-125m-standard-cpu', 'client': , 'namespace': 'opt-125m-standard-cpu'}) [timeout_sampler] 2026-07-16T02:20:15.584456Z [info ] Elapsed time: 9.608268737792969e-05 [0:00:00.000096] [timeout_sampler] 2026-07-16T02:20:15.583664Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-16T02:20:15.631608Z [info ] Waiting for 1037.2030198574066 seconds [0:17:17.203020], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-16T02:20:15.654598Z [info ] Elapsed time: 8.869171142578125e-05 [0:00:00.000089] [timeout_sampler] 2026-07-16T02:20:15.654803Z [info ] Wait for Deployment opt-125m-standard-cpu-predictor to be deployed: True [ocp_resources Deployment] 2026-07-16T02:20:15.654941Z [info ] Waiting for 1037.1800322532654 seconds [0:17:17.180032], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-16T02:20:15.670108Z [info ] Elapsed time: 3.3855438232421875e-05 [0:00:00.000034] [timeout_sampler] 2026-07-16T02:20:15.670260Z [info ] Waiting for 1037.164407491684 seconds [0:17:17.164407], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-16T02:20:15.686565Z [info ] Elapsed time: 3.1948089599609375e-05 [0:00:00.000032] [timeout_sampler] 2026-07-16T02:20:15.686733Z [info ] Wait for InferenceService/opt-125m-standard-cpu's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T02:20:15.686903Z [info ] Wait until InferenceService opt-125m-standard-cpu is created [ocp_resources InferenceService] 2026-07-16T02:20:15.687032Z [info ] Waiting for 1037.1480240821838 seconds [0:17:17.148024], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:20:15.703710Z [info ] Elapsed time: 3.0279159545898438e-05 [0:00:00.000030] [timeout_sampler] 2026-07-16T02:20:15.703887Z [info ] Waiting for 1037.1308612823486 seconds [0:17:17.130861], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T02:20:15.722714Z [info ] Elapsed time: 3.790855407714844e-05 [0:00:00.000038] [timeout_sampler] 2026-07-16T02:20:15.739096Z [info ] Waiting for 1037.095556974411 seconds [0:17:17.095557], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T02:20:15.762320Z [info ] Elapsed time: 7.534027099609375e-05 [0:00:00.000075] [timeout_sampler] 2026-07-16T02:20:15.779876Z [info ] Executing function fixture: skip_if_not_cpu_x86_raw_deployment [conftest] 2026-07-16T02:20:15.795563Z [info ] Executing function fixture: inference_request [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-16T02:20:15.828596Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T02:20:15.893099Z [info ] Sending completions request  [tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils] name=tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils payload={'model': 'opt-125m-standard-cpu', 'prompt': 'What is Kubernetes?', 'max_tokens': 50} url=https://opt-125m-standard-cpu-opt-125m-standard-cpu.apps.ods-qe-psi-07.osp.rh-ods.com/v1/completions 2026-07-16T02:20:15.894427Z [info ] kind: Infrastructure api version: config.openshift.io/v1 [ocp_resources.resource] 2026-07-16T02:20:15.950962Z [info ] kind: IngressController api version: operator.openshift.io/v1 [ocp_resources.resource] 2026-07-16T02:20:15.965654Z [info ] Using router certificate secret: router-certs-default [utilities.certificates_utils] name=utilities.certificates_utils PASSED2026-07-16T02:20:20.769030Z [info ] Completions response  [tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils] body_length=740 name=tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils status_code=200  TEST: TestVllmCpuX86S3Inference.test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T02:20:20.771255Z [info ] Delete InferenceService opt-125m-standard-cpu [ocp_resources InferenceService] 2026-07-16T02:20:20.814870Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T02:17:32Z', 'finalizers': ['odh.inferenceservice.finalizers', 'inferenceservice.finalizers'], 'generation': 1, 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}, 'f:labels': {'.': {}, 'f:networking.kserve.io/visibility': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:args': {}, 'f:env': {'.': {}, 'k:{"name":"OMP_NUM_THREADS"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_CPU_KVCACHE_SPACE"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_WORKER_MULTIPROC_METHOD"}': {'.': {}, 'f:name': {}, 'f:value': {}}}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}, 'f:volumeMounts': {'.': {}, 'k:{"mountPath":"/dev/shm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/home/vllm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/tmp"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}}}, 'f:serviceAccountName': {}, 'f:volumes': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T02:17:32Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T02:17:32Z'}, {'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': '2026-07-16T02:20:13Z'}], 'name': 'opt-125m-standard-cpu', 'namespace': 'opt-125m-standard-cpu', 'resourceVersion': '395517577', 'uid': 'c1bc0a23-e7b3-4da7-b59c-671c18323c93'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}], 'modelFormat': {'name': 'vLLM'}, 'name': '', 'protocolVersion': 'v2', 'resources': {'limits': {'cpu': '16', 'memory': '16Gi'}, 'requests': {'cpu': '8', 'memory': '10Gi'}}, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'volumeMounts': [{'mountPath': '/dev/shm', 'name': 'shared-memory'}, {'mountPath': '/tmp', 'name': 'tmp'}, {'mountPath': '/home/vllm', 'name': 'home'}]}, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}, 'name': 'shared-memory'}, {'emptyDir': {}, 'name': 'tmp'}, {'emptyDir': {}, 'name': 'home'}]}}, 'status': {'address': {'url': 'http://opt-125m-standard-cpu-predictor.opt-125m-standard-cpu.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://opt-125m-standard-cpu-predictor-opt-125m-standard-cpu.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-16T02:17:33Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T02:20:13Z', 'message': 'ReplicaSet "opt-125m-standard-cpu-predictor-7c77bfd67d" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T02:20:13Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T02:17:32Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'vllm-runtime', 'url': 'https://opt-125m-standard-cpu-opt-125m-standard-cpu.apps.ods-qe-psi-07.osp.rh-ods.com'}} [ocp_resources InferenceService] 2026-07-16T02:20:20.842017Z [info ] Wait until InferenceService opt-125m-standard-cpu is deleted [ocp_resources InferenceService] 2026-07-16T02:20:20.842156Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:20:21.883937Z [info ] Elapsed time: 1.0198523998260498 [0:00:01.019852] [timeout_sampler] 2026-07-16T02:20:21.884114Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-16T02:20:21.926234Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'creationTimestamp': '2026-07-16T02:17:32Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}}, 'f:labels': {'.': {}, 'f:opendatahub.io/dashboard': {}}}, 'f:spec': {'.': {}, 'f:annotations': {'.': {}, 'f:opendatahub.io/kserve-runtime': {}, 'f:prometheus.io/path': {}, 'f:prometheus.io/port': {}}, 'f:containers': {}, 'f:multiModel': {}, 'f:supportedModelFormats': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T02:17:32Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-standard-cpu', 'resourceVersion': '395514892', 'uid': '3cba244d-f0fc-4542-a283-043f91b2db79'}, '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] 2026-07-16T02:20:21.953469Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T02:20:21.953642Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:20:21.978659Z [info ] Elapsed time: 4.410743713378906e-05 [0:00:00.000044] [timeout_sampler] 2026-07-16T02:20:21.978844Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T02:20:22.018564Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-standard-cpu', 'uid': 'd9d37edc-62e3-4ea0-bfb6-4de1cca26d9d', 'resourceVersion': '395514896', 'creationTimestamp': '2026-07-16T02:17:32Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-9hnvz'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:17:32Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:imagePullSecrets': {}, 'f:metadata': {'f:annotations': {'f:openshift.io/internal-registry-pull-secret-ref': {}}}, 'f:secrets': {'k:{"name":"models-bucket-sa-dockercfg-9hnvz"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:17:32Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-9hnvz'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-9hnvz'}]} [ocp_resources ServiceAccount] 2026-07-16T02:20:22.045160Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-16T02:20:22.045321Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:20:22.066448Z [info ] Elapsed time: 5.1021575927734375e-05 [0:00:00.000051] [timeout_sampler] 2026-07-16T02:20:22.066594Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T02:20:22.115334Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-standard-cpu', 'uid': 'd50057d1-7f30-4045-a644-609894e35472', 'resourceVersion': '395514893', 'creationTimestamp': '2026-07-16T02:17:32Z', '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': '2026-07-16T02:17:32Z', '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] 2026-07-16T02:20:22.140280Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-16T02:20:22.140447Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:20:22.162672Z [info ] Elapsed time: 5.650520324707031e-05 [0:00:00.000057] [timeout_sampler] 2026-07-16T02:20:22.244256Z [info ] Delete Namespace opt-125m-standard-cpu [ocp_resources Namespace] 2026-07-16T02:20:22.286310Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-standard-cpu', 'uid': 'd3537a09-9ee8-439b-bd79-c069d59e7e5f', 'resourceVersion': '395514877', 'creationTimestamp': '2026-07-16T02:17:32Z', 'labels': {'kubernetes.io/metadata.name': 'opt-125m-standard-cpu', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c32,c14', 'openshift.io/sa.scc.supplemental-groups': '1001020000/10000', 'openshift.io/sa.scc.uid-range': '1001020000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:17:32Z', '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': '2026-07-16T02:17:32Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:17:32Z', '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] 2026-07-16T02:20:22.312955Z [info ] Wait until Namespace opt-125m-standard-cpu is deleted [ocp_resources Namespace] 2026-07-16T02:20:22.313098Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 6 of 8 completed, 6 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/vllm/probes/test_vllm_probes.py::TestVllmProbeHealth::test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] 2026-07-16T02:20:30.489388Z [info ] Elapsed time: 8.153403520584106 [0:00:08.153404] [timeout_sampler]  -------------------------- test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] -------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T02:20:30.491996Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-16T02:20:30.492222Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-16T02:20:30.492367Z [info ] Create Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-16T02:20:30.492493Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-probes'}, 'spec': {}} [ocp_resources Namespace] 2026-07-16T02:20:30.539499Z [info ] Wait for Namespace opt-125m-probes status to be Active [ocp_resources Namespace] 2026-07-16T02:20:30.539677Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-16T02:20:30.565024Z [info ] Status of Namespace opt-125m-probes is Active [ocp_resources Namespace] 2026-07-16T02:20:30.565203Z [info ] Elapsed time: 5.1021575927734375e-05 [0:00:00.000051] [timeout_sampler] 2026-07-16T02:20:30.565340Z [info ] Executing class fixture: probes_serving_runtime [conftest] 2026-07-16T02:20:30.565465Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-16T02:20:30.611491Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-16T02:20:30.611662Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-16T02:20:30.611917Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'vllm-runtime', 'namespace': 'opt-125m-probes'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'vllm', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8080'}, 'containers': [{'args': ['--port=8080', '--model=/mnt/models', '--served-model-name={{.Name}}'], 'command': ['python', '-m', 'vllm.entrypoints.openai.api_server'], 'env': [{'name': 'HF_HOME', 'value': '/tmp/hf_home'}], 'image': 'registry.redhat.io/rhaii-early-access/vllm-cpu-rhel9@sha256:f7d3636e1bafd71bdf1f4a8b6818d9e00b7c64516ed4e732e942514a60ecd680', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 120, 'periodSeconds': 10, 'timeoutSeconds': 10, 'failureThreshold': 12}, 'livenessProbe': {'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 180, 'periodSeconds': 30, 'timeoutSeconds': 10, 'failureThreshold': 10}}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-16T02:20:30.655149Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-16T02:20:30.655318Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T02:20:30.655985Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'opt-125m-probes'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-16T02:20:30.689404Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-16T02:20:30.689546Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:20:30.704935Z [info ] Elapsed time: 7.486343383789062e-05 [0:00:00.000075] [timeout_sampler] 2026-07-16T02:20:30.705149Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-16T02:20:30.705290Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T02:20:30.705418Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-16T02:20:30.740676Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-16T02:20:30.740861Z [info ] Executing class fixture: vllm_probes_inference_service [conftest] 2026-07-16T02:20:30.755390Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-16T02:20:30.755542Z [info ] Create InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-16T02:20:30.755715Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'opt-125m-probes', 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'opt-125m-probes'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'vLLM'}, 'version': None, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'resources': {'requests': {'cpu': '8', 'memory': '10Gi'}, 'limits': {'cpu': '16', 'memory': '16Gi'}}, 'volumeMounts': [{'name': 'shared-memory', 'mountPath': '/dev/shm'}, {'name': 'tmp', 'mountPath': '/tmp'}, {'name': 'home', 'mountPath': '/home/vllm'}], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}]}, 'minReplicas': 1, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'name': 'shared-memory', 'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}}, {'name': 'tmp', 'emptyDir': {}}, {'name': 'home', 'emptyDir': {}}]}}} [ocp_resources InferenceService] 2026-07-16T02:20:30.845861Z [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] 2026-07-16T02:20:30.845175Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T02:20:31.882314Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-16T02:20:31.930093Z [info ] Elapsed time: 1.0372240543365479 [0:00:01.037224] [timeout_sampler] 2026-07-16T02:20:31.944907Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-16T02:20:31.946040Z [info ] Waiting for 1199.9999980926514 seconds [0:19:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-16T02:22:53.225520Z [info ] Elapsed time: 141.19502758979797 [0:02:21.195028] [timeout_sampler] 2026-07-16T02:22:53.239216Z [info ] Waiting for 1057.6068143844604 seconds [0:17:37.606814], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=opt-125m-probes', 'client': , 'namespace': 'opt-125m-probes'}) [timeout_sampler] 2026-07-16T02:22:53.253145Z [info ] Elapsed time: 0.00012350082397460938 [0:00:00.000124] [timeout_sampler] 2026-07-16T02:22:53.252308Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-16T02:22:53.297209Z [info ] Waiting for 1057.5488064289093 seconds [0:17:37.548806], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-16T02:22:53.314363Z [info ] Elapsed time: 0.00013065338134765625 [0:00:00.000131] [timeout_sampler] 2026-07-16T02:22:53.314641Z [info ] Wait for Deployment opt-125m-probes-predictor to be deployed: True [ocp_resources Deployment] 2026-07-16T02:22:53.314834Z [info ] Waiting for 1057.5314643383026 seconds [0:17:37.531464], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-16T02:22:53.329676Z [info ] Elapsed time: 4.9114227294921875e-05 [0:00:00.000049] [timeout_sampler] 2026-07-16T02:22:53.329873Z [info ] Waiting for 1057.5163178443909 seconds [0:17:37.516318], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-16T02:22:53.345721Z [info ] Elapsed time: 6.175041198730469e-05 [0:00:00.000062] [timeout_sampler] 2026-07-16T02:22:53.345907Z [info ] Wait for InferenceService/opt-125m-probes's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-16T02:22:53.346061Z [info ] Wait until InferenceService opt-125m-probes is created [ocp_resources InferenceService] 2026-07-16T02:22:53.346274Z [info ] Waiting for 1057.500091791153 seconds [0:17:37.500092], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-16T02:22:53.361215Z [info ] Elapsed time: 5.054473876953125e-05 [0:00:00.000051] [timeout_sampler] 2026-07-16T02:22:53.361370Z [info ] Waiting for 1057.484546661377 seconds [0:17:37.484547], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-16T02:22:53.376398Z [info ] Elapsed time: 4.792213439941406e-05 [0:00:00.000048] [timeout_sampler] 2026-07-16T02:22:53.391269Z [info ] Waiting for 1057.4545950889587 seconds [0:17:37.454595], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-16T02:22:53.416341Z [info ] Elapsed time: 0.00010156631469726562 [0:00:00.000102] [timeout_sampler] 2026-07-16T02:22:53.431615Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-16T02:22:53.448916Z [info ] Executing function fixture: vllm_probes_pod_resource [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-16T02:22:53.543650Z [info ] Execute ['curl', '-s', '-o', '/dev/null', '-w', '%{http_code}', '--max-time', '15', 'http://localhost:8080/health'] on opt-125m-probes-predictor-f57d4ff99-7djdj (ods-qe-psi-07-b4mqp-worker-0-jd4pm) [ocp_resources Pod] PASSED _ 7 of 8 completed, 7 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/vllm/probes/test_vllm_probes.py::TestVllmProbeHealth::test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes]  TEST: TestVllmProbeHealth.test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] STATUS: PASSED ------------------------------------------------------- TEARDOWN -------------------------------------------------------  --------------------------- test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes] --------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-16T02:22:53.716452Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-16T02:22:53.986206Z [info ] Executing function fixture: vllm_probes_pod_resource [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestVllmProbeHealth.test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-16T02:22:54.247379Z [info ] Delete InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-16T02:22:54.280451Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-16T02:20:30Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}, 'f:labels': {'.': {}, 'f:networking.kserve.io/visibility': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:args': {}, 'f:env': {'.': {}, 'k:{"name":"OMP_NUM_THREADS"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_CPU_KVCACHE_SPACE"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_WORKER_MULTIPROC_METHOD"}': {'.': {}, 'f:name': {}, 'f:value': {}}}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}, 'f:volumeMounts': {'.': {}, 'k:{"mountPath":"/dev/shm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/home/vllm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/tmp"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}}}, 'f:serviceAccountName': {}, 'f:volumes': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T02:20:30Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-16T02:20:30Z'}, {'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': '2026-07-16T02:22:43Z'}], 'name': 'opt-125m-probes', 'namespace': 'opt-125m-probes', 'resourceVersion': '395520205', 'uid': '3685cfb1-fc1f-4b60-8a12-4061e98567f4'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}], 'modelFormat': {'name': 'vLLM'}, 'name': '', 'protocolVersion': 'v2', 'resources': {'limits': {'cpu': '16', 'memory': '16Gi'}, 'requests': {'cpu': '8', 'memory': '10Gi'}}, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'volumeMounts': [{'mountPath': '/dev/shm', 'name': 'shared-memory'}, {'mountPath': '/tmp', 'name': 'tmp'}, {'mountPath': '/home/vllm', 'name': 'home'}]}, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}, 'name': 'shared-memory'}, {'emptyDir': {}, 'name': 'tmp'}, {'emptyDir': {}, 'name': 'home'}]}}, 'status': {'address': {'url': 'http://opt-125m-probes-predictor.opt-125m-probes.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://opt-125m-probes-predictor-opt-125m-probes.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-16T02:20:31Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-16T02:22:43Z', 'message': 'ReplicaSet "opt-125m-probes-predictor-f57d4ff99" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-16T02:22:43Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-16T02:20:30Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'vllm-runtime', 'url': 'https://opt-125m-probes-opt-125m-probes.apps.ods-qe-psi-07.osp.rh-ods.com'}} [ocp_resources InferenceService] 2026-07-16T02:22:54.299688Z [info ] Wait until InferenceService opt-125m-probes is deleted [ocp_resources InferenceService] 2026-07-16T02:22:54.299882Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:22:55.327538Z [info ] Elapsed time: 1.0132288932800293 [0:00:01.013229] [timeout_sampler] 2026-07-16T02:22:55.327713Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-16T02:22:55.358267Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes', 'uid': '43346f0d-4817-46ca-bae5-f423890cf5cb', 'resourceVersion': '395517984', 'creationTimestamp': '2026-07-16T02:20:30Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-g2lrp'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:20:30Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:imagePullSecrets': {}, 'f:metadata': {'f:annotations': {'f:openshift.io/internal-registry-pull-secret-ref': {}}}, 'f:secrets': {'k:{"name":"models-bucket-sa-dockercfg-g2lrp"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:20:30Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-g2lrp'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-g2lrp'}]} [ocp_resources ServiceAccount] 2026-07-16T02:22:55.375006Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-16T02:22:55.375180Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:22:55.391232Z [info ] Elapsed time: 5.14984130859375e-05 [0:00:00.000051] [timeout_sampler] 2026-07-16T02:22:55.391377Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-16T02:22:55.438642Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-probes', 'uid': '9d12c773-6293-40e3-8846-14196198795a', 'resourceVersion': '395517981', 'creationTimestamp': '2026-07-16T02:20:30Z', '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': '2026-07-16T02:20:30Z', '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] 2026-07-16T02:22:55.456944Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-16T02:22:55.457116Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:22:55.471170Z [info ] Elapsed time: 5.412101745605469e-05 [0:00:00.000054] [timeout_sampler] 2026-07-16T02:22:55.471377Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-16T02:22:55.508500Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'creationTimestamp': '2026-07-16T02:20:30Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}}, 'f:labels': {'.': {}, 'f:opendatahub.io/dashboard': {}}}, 'f:spec': {'.': {}, 'f:annotations': {'.': {}, 'f:opendatahub.io/kserve-runtime': {}, 'f:prometheus.io/path': {}, 'f:prometheus.io/port': {}}, 'f:containers': {}, 'f:multiModel': {}, 'f:supportedModelFormats': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-16T02:20:30Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-probes', 'resourceVersion': '395517980', 'uid': '8579950d-c68a-4423-a4c4-f0b1538a2181'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'vllm', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8080'}, 'containers': [{'args': ['--port=8080', '--model=/mnt/models', '--served-model-name={{.Name}}'], 'command': ['python', '-m', 'vllm.entrypoints.openai.api_server'], 'env': [{'name': 'HF_HOME', 'value': '/tmp/hf_home'}], 'image': 'registry.redhat.io/rhaii-early-access/vllm-cpu-rhel9@sha256:f7d3636e1bafd71bdf1f4a8b6818d9e00b7c64516ed4e732e942514a60ecd680', 'livenessProbe': {'failureThreshold': 10, 'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 180, 'periodSeconds': 30, 'timeoutSeconds': 10}, 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'failureThreshold': 12, 'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 120, 'periodSeconds': 10, 'timeoutSeconds': 10}}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-16T02:22:55.529016Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-16T02:22:55.529197Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:22:55.544190Z [info ] Elapsed time: 4.601478576660156e-05 [0:00:00.000046] [timeout_sampler] 2026-07-16T02:22:55.625494Z [info ] Delete Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-16T02:22:55.656669Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-probes', 'uid': 'f5012458-9ccb-489c-b02b-cee1e45aeafb', 'resourceVersion': '395517967', 'creationTimestamp': '2026-07-16T02:20:30Z', 'labels': {'kubernetes.io/metadata.name': 'opt-125m-probes', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c32,c19', 'openshift.io/sa.scc.supplemental-groups': '1001030000/10000', 'openshift.io/sa.scc.uid-range': '1001030000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-16T02:20:30Z', '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': '2026-07-16T02:20:30Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-16T02:20:30Z', '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] 2026-07-16T02:22:55.681029Z [info ] Wait until Namespace opt-125m-probes is deleted [ocp_resources Namespace] 2026-07-16T02:22:55.681172Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-16T02:23:03.863950Z [info ] Elapsed time: 8.165122747421265 [0:00:08.165123] [timeout_sampler] _ 8 of 8 completed, 8 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ ========== 8 passed, 48 deselected, 618 warnings in 511.87s (0:08:31) ========== =============================== warnings summary =============================== tests/model_serving/model_runtime/mlserver/model_car/test_mlserver_model_car.py: 5 warnings tests/model_serving/model_runtime/openvino/test_ovms_model_deployment.py: 90 warnings tests/model_serving/model_runtime/openvino/test_ovms_smoke.py: 70 warnings tests/model_serving/model_runtime/triton/S3/test_triton_grpc.py: 86 warnings tests/model_serving/model_runtime/triton/S3/test_triton_rest.py: 85 warnings tests/model_serving/model_runtime/vllm/cpu/cpu_x86/test_vllm_cpu_s3_inference.py: 145 warnings tests/model_serving/model_runtime/vllm/probes/test_vllm_probes.py: 137 warnings /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( -- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html - generated xml file: /workspace/tests-shared/tests-payload/results/model_runtime-smoke.xml - ========== 8 passed, 48 deselected, 618 warnings in 511.88s (0:08:31) ==========