--- BVT pytest attempt 2026-07-02T10:36:15.469817+00:00 (/.local/bin/uv --directory /home/odh/opendatahub-tests...) --- 2026-07-02T10:36:17.386368Z [info ] Writing tests log to /home/odh/opendatahub-tests/results/pytest-tests.log [conftest] 2026-07-02T10:36:17.386640Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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( /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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( /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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( /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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( /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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( 2026-07-02T10:36:17.500694Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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( /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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( /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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( /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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( 2026-07-02T10:36:17.559856Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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 -------------------------------------------------------- 2026-07-02T10:36:17.788485Z [info ] Executing session fixture: event_loop_policy [conftest] 2026-07-02T10:36:17.788733Z [info ] Executing session fixture: _syrupy_apply_ide_patches [conftest] 2026-07-02T10:36:17.789855Z [info ] Executing session fixture: admin_client [conftest] 2026-07-02T10:36:17.790023Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-02T10:36:17.790161Z [info ] Executing session fixture: dsc_resource [conftest] 2026-07-02T10:36:17.790302Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-02T10:36:17.846889Z [info ] Executing session fixture: tmp_path_factory [conftest] 2026-07-02T10:36:17.847072Z [info ] Executing session fixture: tests_tmp_dir [conftest] 2026-07-02T10:36:17.847838Z [info ] Executing session fixture: os_path_environment [conftest] 2026-07-02T10:36:17.848040Z [info ] Executing session fixture: tmpdir_factory [conftest] 2026-07-02T10:36:17.848211Z [info ] Executing session fixture: bin_directory [conftest] 2026-07-02T10:36:17.848986Z [info ] Executing session fixture: oc_binary_path [conftest] 2026-07-02T10:36:17.877812Z [info ] kind: ConsoleCLIDownload api version: console.openshift.io/v1 [ocp_resources.resource] 2026-07-02T10:36:17.902316Z [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 2026-07-02T10:36:17.902482Z [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 2026-07-02T10:36:17.903348Z [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] 2026-07-02T10:36:17.948121Z [info ] Elapsed time: 4.220008850097656e-05 [0:00:00.000042] [timeout_sampler] 2026-07-02T10:36:34.347392Z [info ] Extract the downloaded archive. [utilities.infra] name=utilities.infra 2026-07-02T10:36:34.474240Z [info ] Downloaded file: ['oc']  [utilities.infra] name=utilities.infra 2026-07-02T10:36:34.496371Z [info ] Executing session fixture: bin_directory_to_os_path [conftest] 2026-07-02T10:36:34.494569Z [info ] OC binary path: /tmp/pytest-Zd4SvAWwjEwstEn22XrLqb/bin0/oc [tests.conftest] name=tests.conftest 2026-07-02T10:36:34.494639Z [info ] Adding /tmp/pytest-Zd4SvAWwjEwstEn22XrLqb/bin0 to $PATH [tests.conftest] name=tests.conftest 2026-07-02T10:36:34.497006Z [info ] Executing session fixture: nodes [conftest] 2026-07-02T10:36:35.395566Z [info ] Executing session fixture: dsci_resource [conftest] 2026-07-02T10:36:35.395742Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] 2026-07-02T10:36:35.412156Z [info ] Executing session fixture: record_testsuite_property [conftest] 2026-07-02T10:36:35.412310Z [info ] Executing session fixture: junitxml_plugin [conftest] 2026-07-02T10:36:35.412449Z [info ] Executing session fixture: cluster_sanity_scope_session [conftest] 2026-07-02T10:36:35.411609Z [info ] Check cluster sanity.  [utilities.infra] name=utilities.infra 2026-07-02T10:36:35.412828Z [info ] Verify all nodes are in a healthy condition. [ocp_utilities.infra] 2026-07-02T10:36:35.514034Z [info ] Verify all nodes are schedulable. [ocp_utilities.infra] 2026-07-02T10:36:35.623362Z [warning ] Skipping RHOAI resource checks, got --cluster-sanity-skip-rhoai-check [utilities.infra] name=utilities.infra 2026-07-02T10:36:35.625805Z [info ] Executing session fixture: autouse_fixtures [conftest] 2026-07-02T10:36:35.625955Z [info ] Executing session fixture: pytestconfig [conftest] 2026-07-02T10:36:35.626080Z [info ] Executing session fixture: teardown_resources [conftest] 2026-07-02T10:36:35.626198Z [info ] Executing session fixture: mlserver_runtime_image [conftest] 2026-07-02T10:36:35.626314Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-02T10:36:35.626427Z [info ] Create Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-02T10:36:35.626607Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'sklearn-modelcar'}, 'spec': {}} [ocp_resources Namespace] 2026-07-02T10:36:35.659736Z [info ] Wait for Namespace sklearn-modelcar status to be Active [ocp_resources Namespace] 2026-07-02T10:36:35.659909Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-02T10:36:35.674856Z [info ] Status of Namespace sklearn-modelcar is Active [ocp_resources Namespace] 2026-07-02T10:36:35.675001Z [info ] Elapsed time: 7.414817810058594e-05 [0:00:00.000074] [timeout_sampler] 2026-07-02T10:36:35.675126Z [info ] Executing class fixture: mlserver_serving_runtime [conftest] 2026-07-02T10:36:35.675297Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-02T10:36:35.759093Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-02T10:36:35.759300Z [info ] Create ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-02T10:36:35.759463Z [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@sha256:46fa695757e6e62676bd6ad35c647d3f9095b46a3fce3a8fdb821d8ef4b25918', '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] 2026-07-02T10:36:35.816636Z [info ] Executing class fixture: mlserver_model_car_inference_service [conftest] 2026-07-02T10:36:35.816793Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-02T10:36:35.816934Z [info ] Create InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-02T10:36:35.817057Z [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] 2026-07-02T10:36:35.874566Z [info ] Wait for InferenceService/sklearn-modelcar's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-02T10:36:35.874715Z [info ] Wait until InferenceService sklearn-modelcar is created [ocp_resources InferenceService] 2026-07-02T10:36:35.874919Z [info ] Waiting for 899.999969959259 seconds [0:14:59.999970], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-02T10:36:35.894743Z [info ] Elapsed time: 3.814697265625e-05 [0:00:00.000038] [timeout_sampler] 2026-07-02T10:36:35.894876Z [info ] Waiting for 899.9798064231873 seconds [0:14:59.979806], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-02T10:36:51.113428Z [info ] Elapsed time: 15.204524755477905 [0:00:15.204525] [timeout_sampler] 2026-07-02T10:36:51.125970Z [info ] Waiting for 884.7486071586609 seconds [0:14:44.748607], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-02T10:36:51.138290Z [info ] Elapsed time: 0.00011658668518066406 [0:00:00.000117] [timeout_sampler] 2026-07-02T10:36:51.150562Z [info ] Executing function fixture: snapshot [conftest] 2026-07-02T10:36:51.151270Z [info ] Executing function fixture: mlserver_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-02T10:36:51Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestMLServerModelCar.test_mlserver_model_car_inference[sklearn-modelcar-standard] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-02T10:36:51.409260Z [info ] Delete InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-02T10:36:51.440102Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'sklearn', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-02T10:36:35Z', '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': '2026-07-02T10:36:35Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-02T10:36:36Z'}, {'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': '2026-07-02T10:36:50Z'}], 'name': 'sklearn-modelcar', 'namespace': 'sklearn-modelcar', 'resourceVersion': '375040138', 'uid': '105f3773-e085-4f81-815f-13c65e456da9'}, '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': '2026-07-02T10:36:35Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-02T10:36:50Z', 'message': 'ReplicaSet "sklearn-modelcar-predictor-5b6d75c44" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-02T10:36:50Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-02T10:36:35Z', '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] 2026-07-02T10:36:51.457871Z [info ] Wait until InferenceService sklearn-modelcar is deleted [ocp_resources InferenceService] 2026-07-02T10:36:51.458055Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:36:52.489205Z [info ] Elapsed time: 1.0153625011444092 [0:00:01.015363] [timeout_sampler] 2026-07-02T10:36:52.489418Z [info ] Delete ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-02T10:36:52.518420Z [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': '2026-07-02T10:36:35Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}, 'f: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': '2026-07-02T10:36:35Z'}], 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar', 'resourceVersion': '375039819', 'uid': '6c30e6a8-0c50-45dc-8793-e76dde9f32e8'}, '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@sha256:46fa695757e6e62676bd6ad35c647d3f9095b46a3fce3a8fdb821d8ef4b25918', '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] 2026-07-02T10:36:52.534026Z [info ] Wait until ServingRuntime mlserver-runtime is deleted [ocp_resources ServingRuntime] 2026-07-02T10:36:52.534211Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:36:52.546804Z [info ] Elapsed time: 3.4332275390625e-05 [0:00:00.000034] [timeout_sampler] 2026-07-02T10:36:52.593683Z [info ] Delete Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-02T10:36:52.619869Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'sklearn-modelcar', 'uid': '65cbcbe3-1114-4c5c-8765-46f6aa09215f', 'resourceVersion': '375039805', 'creationTimestamp': '2026-07-02T10:36:35Z', '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:c30,c5', 'openshift.io/sa.scc.supplemental-groups': '1000880000/10000', 'openshift.io/sa.scc.uid-range': '1000880000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-02T10:36:35Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:36:35Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:36:35Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-02T10:36:52.634954Z [info ] Wait until Namespace sklearn-modelcar is deleted [ocp_resources Namespace] 2026-07-02T10:36:52.635141Z [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] 2026-07-02T10:37:00.754686Z [info ] Elapsed time: 8.104792594909668 [0:00:08.104793] [timeout_sampler]  ----------------------------- test_openvino_model_inference[onnx-standard-rest-deployment] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-02T10:37:00.756952Z [info ] Executing session fixture: aws_access_key_id [conftest] 2026-07-02T10:37:00.757122Z [info ] Executing session fixture: aws_secret_access_key [conftest] 2026-07-02T10:37:00.757279Z [info ] Executing session fixture: ci_s3_bucket_endpoint [conftest] 2026-07-02T10:37:00.757442Z [info ] Executing session fixture: valid_aws_config [conftest] 2026-07-02T10:37:00.814152Z [info ] AWS credentials validated successfully via STS GetCallerIdentity [tests.conftest] name=tests.conftest 2026-07-02T10:37:00.815982Z [info ] Executing session fixture: ovms_runtime_image [conftest] 2026-07-02T10:37:00.816120Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-02T10:37:00.850043Z [info ] Executing session fixture: models_s3_bucket_name [conftest] 2026-07-02T10:37:00.850386Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-02T10:37:00.850771Z [info ] Executing session fixture: models_s3_bucket_region [conftest] 2026-07-02T10:37:00.850928Z [info ] Executing session fixture: models_s3_bucket_endpoint [conftest] 2026-07-02T10:37:00.851056Z [info ] Executing session fixture: gpu_count_on_cluster [conftest] 2026-07-02T10:37:00.962296Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-02T10:37:00.962532Z [info ] Create Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-02T10:37:00.962788Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'onnx-standard-rest'}, 'spec': {}} [ocp_resources Namespace] 2026-07-02T10:37:01.001745Z [info ] Wait for Namespace onnx-standard-rest status to be Active [ocp_resources Namespace] 2026-07-02T10:37:01.001929Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:01.047053Z [info ] Status of Namespace onnx-standard-rest is Active [ocp_resources Namespace] 2026-07-02T10:37:01.047217Z [info ] Elapsed time: 5.269050598144531e-05 [0:00:00.000053] [timeout_sampler] 2026-07-02T10:37:01.047362Z [info ] Executing class fixture: openvino_serving_runtime [conftest] 2026-07-02T10:37:01.079680Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-02T10:37:01.080516Z [info ] Create ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-02T10:37:01.080692Z [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@sha256:5bb57ef927e7481cfc768993faa8e1e70b27154ecc81a88991bd5428001c1ea6', '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] 2026-07-02T10:37:01.111912Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-02T10:37:01.112124Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-02T10:37:01.112306Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'onnx-standard-rest'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-02T10:37:01.140717Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-02T10:37:01.140931Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:01.152936Z [info ] Elapsed time: 3.9577484130859375e-05 [0:00:00.000040] [timeout_sampler] 2026-07-02T10:37:01.153090Z [info ] Executing class fixture: openvino_model_service_account [conftest] 2026-07-02T10:37:01.153234Z [info ] Create ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-02T10:37:01.153379Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-02T10:37:01.179068Z [info ] Executing class fixture: openvino_inference_service [conftest] 2026-07-02T10:37:01.191976Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-02T10:37:01.192339Z [info ] Create InferenceService onnx  [ocp_resources InferenceService] 2026-07-02T10:37:01.192726Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'onnx', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'onnx-standard-rest'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'openvino_ir'}, 'version': None, 'runtime': 'openvino-runtime', 'storageUri': 's3://ods-ci-wisdom/openvino/model_repository/onnx/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'openvino-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-02T10:37:01.242728Z [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] 2026-07-02T10:37:01.241969Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-02T10:37:02.281130Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-02T10:37:02.316713Z [info ] Elapsed time: 1.0391838550567627 [0:00:01.039184] [timeout_sampler] 2026-07-02T10:37:02.332212Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-02T10:37:02.333814Z [info ] Waiting for 899.9999985694885 seconds [0:14:59.999999], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'openvino-runtime'}) [timeout_sampler] 2026-07-02T10:37:12.525148Z [info ] Elapsed time: 10.069898128509521 [0:00:10.069898] [timeout_sampler] 2026-07-02T10:37:12.548319Z [info ] Waiting for 888.6944324970245 seconds [0:14:48.694432], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=onnx', 'client': , 'namespace': 'onnx-standard-rest'}) [timeout_sampler] 2026-07-02T10:37:12.548508Z [info ] kind: Deployment api version: apps/v1 [ocp_resources.resource] 2026-07-02T10:37:12.577198Z [info ] Elapsed time: 0.00011348724365234375 [0:00:00.000113] [timeout_sampler] 2026-07-02T10:37:12.576482Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-02T10:37:12.648710Z [info ] Waiting for 888.5939679145813 seconds [0:14:48.593968], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-02T10:37:12.673861Z [info ] Elapsed time: 7.414817810058594e-05 [0:00:00.000074] [timeout_sampler] 2026-07-02T10:37:12.674006Z [info ] Wait for Deployment onnx-predictor to be deployed: True [ocp_resources Deployment] 2026-07-02T10:37:12.674125Z [info ] Waiting for 888.5686447620392 seconds [0:14:48.568645], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:12.698483Z [info ] Elapsed time: 3.0994415283203125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-02T10:37:12.698787Z [info ] Waiting for 888.5440499782562 seconds [0:14:48.544050], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-02T10:37:12.722476Z [info ] Elapsed time: 3.0279159545898438e-05 [0:00:00.000030] [timeout_sampler] 2026-07-02T10:37:12.722756Z [info ] Wait for InferenceService/onnx's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-02T10:37:12.722971Z [info ] Wait until InferenceService onnx is created [ocp_resources InferenceService] 2026-07-02T10:37:12.723165Z [info ] Waiting for 888.5200328826904 seconds [0:14:48.520033], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:12.747066Z [info ] Elapsed time: 3.0040740966796875e-05 [0:00:00.000030] [timeout_sampler] 2026-07-02T10:37:12.747252Z [info ] Waiting for 888.495481967926 seconds [0:14:48.495482], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-02T10:37:12.770613Z [info ] Elapsed time: 2.9087066650390625e-05 [0:00:00.000029] [timeout_sampler] 2026-07-02T10:37:12.795326Z [info ] Waiting for 888.4472572803497 seconds [0:14:48.447257], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-02T10:37:12.820927Z [info ] Elapsed time: 7.653236389160156e-05 [0:00:00.000077] [timeout_sampler] 2026-07-02T10:37:12.841015Z [info ] Executing class fixture: protocol [conftest] 2026-07-02T10:37:12.841168Z [info ] Executing function fixture: openvino_pod_resource [conftest] 2026-07-02T10:37:12.868919Z [info ] Executing function fixture: snapshot [conftest] 2026-07-02T10:37:12.869450Z [info ] Executing function fixture: openvino_response_snapshot [conftest] 2026-07-02T10:37:12.870306Z [info ] Executing function fixture: model_format [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-02T10:37:12Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestOpenVINOModels.test_openvino_model_inference[onnx-standard-rest-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-02T10:37:13.042037Z [info ] Delete InferenceService onnx  [ocp_resources InferenceService] 2026-07-02T10:37:13.073856Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'openvino_ir', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-02T10:37:01Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-02T10:37:01Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-02T10:37:01Z'}, {'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': '2026-07-02T10:37:12Z'}], 'name': 'onnx', 'namespace': 'onnx-standard-rest', 'resourceVersion': '375040674', 'uid': '24546f47-64b6-4a1e-bd7c-7172c4c5dc10'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'openvino_ir'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'openvino-runtime', 'storageUri': 's3://ods-ci-wisdom/openvino/model_repository/onnx/'}, 'serviceAccountName': 'openvino-models-bucket-sa'}}, 'status': {'address': {'url': 'http://onnx-predictor.onnx-standard-rest.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://onnx-predictor-onnx-standard-rest.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-02T10:37:01Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-02T10:37:12Z', 'message': 'ReplicaSet "onnx-predictor-564b79d75" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-02T10:37:12Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-02T10:37:01Z', '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] 2026-07-02T10:37:13.093334Z [info ] Wait until InferenceService onnx is deleted [ocp_resources InferenceService] 2026-07-02T10:37:13.093520Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:14.120926Z [info ] Elapsed time: 1.0137968063354492 [0:00:01.013797] [timeout_sampler] 2026-07-02T10:37:14.121092Z [info ] Delete ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-02T10:37:14.147015Z [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': '2026-07-02T10:37:01Z', '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': '2026-07-02T10:37:01Z'}], 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest', 'resourceVersion': '375040404', 'uid': 'ace5d71f-0c15-4da3-98fa-e698c3b61274'}, '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@sha256:5bb57ef927e7481cfc768993faa8e1e70b27154ecc81a88991bd5428001c1ea6', '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] 2026-07-02T10:37:14.162405Z [info ] Wait until ServingRuntime openvino-runtime is deleted [ocp_resources ServingRuntime] 2026-07-02T10:37:14.162672Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:14.174885Z [info ] Elapsed time: 7.534027099609375e-05 [0:00:00.000075] [timeout_sampler] 2026-07-02T10:37:14.175095Z [info ] Delete ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-02T10:37:14.200013Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest', 'uid': 'fcfd68f0-c080-4904-8bf7-5b936218b121', 'resourceVersion': '375040408', 'creationTimestamp': '2026-07-02T10:37:01Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'openvino-models-bucket-sa-dockercfg-8gddb'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:01Z', '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-8gddb"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:01Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'openvino-models-bucket-sa-dockercfg-8gddb'}], 'imagePullSecrets': [{'name': 'openvino-models-bucket-sa-dockercfg-8gddb'}]} [ocp_resources ServiceAccount] 2026-07-02T10:37:14.217043Z [info ] Wait until ServiceAccount openvino-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-02T10:37:14.217177Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:14.228288Z [info ] Elapsed time: 6.246566772460938e-05 [0:00:00.000062] [timeout_sampler] 2026-07-02T10:37:14.228440Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-02T10:37:14.258035Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'onnx-standard-rest', 'uid': '1bbce1e0-ef55-4be1-9554-b52b9b286db7', 'resourceVersion': '375040406', 'creationTimestamp': '2026-07-02T10:37:01Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:01Z', '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] 2026-07-02T10:37:14.273574Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-02T10:37:14.273729Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:14.286695Z [info ] Elapsed time: 7.62939453125e-05 [0:00:00.000076] [timeout_sampler] 2026-07-02T10:37:14.331526Z [info ] Delete Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-02T10:37:14.356330Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'onnx-standard-rest', 'uid': '8008a890-89f9-44ce-bd0a-dd710cf1f437', 'resourceVersion': '375040393', 'creationTimestamp': '2026-07-02T10:37:00Z', '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:c30,c10', 'openshift.io/sa.scc.supplemental-groups': '1000890000/10000', 'openshift.io/sa.scc.uid-range': '1000890000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:00Z', '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': '2026-07-02T10:37:00Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:00Z', '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] 2026-07-02T10:37:14.370518Z [info ] Wait until Namespace onnx-standard-rest is deleted [ocp_resources Namespace] 2026-07-02T10:37:14.370740Z [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] 2026-07-02T10:37:22.498703Z [info ] Elapsed time: 8.11104679107666 [0:00:08.111047] [timeout_sampler]  ------------------------------------ test_ovms_smoke_runs_in_openshift[ovms-smoke] ------------------------------------ -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-02T10:37:22.499273Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-02T10:37:22.499420Z [info ] Create Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-02T10:37:22.499586Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'ovms-smoke'}, 'spec': {}} [ocp_resources Namespace] 2026-07-02T10:37:22.534006Z [info ] Wait for Namespace ovms-smoke status to be Active [ocp_resources Namespace] 2026-07-02T10:37:22.534163Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:22.550906Z [info ] Status of Namespace ovms-smoke is Active [ocp_resources Namespace] 2026-07-02T10:37:22.551056Z [info ] Elapsed time: 7.343292236328125e-05 [0:00:00.000073] [timeout_sampler] 2026-07-02T10:37:22.551199Z [info ] Executing class fixture: ovms_smoke_scripts_configmap [conftest] 2026-07-02T10:37:22.552937Z [info ] Create ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-02T10:37:22.553539Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ConfigMap', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke'}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-02T10:37:22.617374Z [info ] Executing class fixture: ovms_smoke_pod [conftest] 2026-07-02T10:37:22.617583Z [info ] Create Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-02T10:37:22.617743Z [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@sha256:5bb57ef927e7481cfc768993faa8e1e70b27154ecc81a88991bd5428001c1ea6', '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] 2026-07-02T10:37:22.681587Z [info ] Waiting for OVMS smoke Pod to complete [tests.model_serving.model_runtime.openvino.conftest] name=tests.model_serving.model_runtime.openvino.conftest 2026-07-02T10:37:22.682343Z [info ] Wait for Pod ovms-smoke-pod status to be Succeeded [ocp_resources Pod] 2026-07-02T10:37:22.682482Z [info ] Waiting for 300 seconds [0:05:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:22.693742Z [info ] Status of Pod ovms-smoke-pod is Pending [ocp_resources Pod] 2026-07-02T10:37:24.721138Z [info ] Status of Pod ovms-smoke-pod is Running [ocp_resources Pod] 2026-07-02T10:37:58.262398Z [info ] Status of Pod ovms-smoke-pod is Succeeded [ocp_resources Pod] 2026-07-02T10:37:58.262588Z [info ] Elapsed time: 35.56622886657715 [0:00:35.566229] [timeout_sampler] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOVMSSmokeInOpenShift.test_ovms_smoke_runs_in_openshift[ovms-smoke] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-02T10:37:58.275045Z [info ] Delete Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-02T10:37:58.308935Z [info ] Deleting {'kind': 'Pod', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke', 'uid': 'e9b3c52f-fb14-4983-8d57-c7dcec49c5d6', 'resourceVersion': '375041481', 'creationTimestamp': '2026-07-02T10:37:22Z', 'annotations': {'k8s.ovn.org/pod-networks': '{"default":{"ip_addresses":["10.131.2.22/23"],"mac_address":"0a:58:0a:83:02:16","gateway_ips":["10.131.2.1"],"routes":[{"dest":"10.128.0.0/14","nextHop":"10.131.2.1"},{"dest":"172.30.0.0/16","nextHop":"10.131.2.1"},{"dest":"169.254.0.5/32","nextHop":"10.131.2.1"},{"dest":"100.64.0.0/16","nextHop":"10.131.2.1"}],"ip_address":"10.131.2.22/23","gateway_ip":"10.131.2.1","role":"primary"}}', 'k8s.v1.cni.cncf.io/network-status': '[{\n "name": "ovn-kubernetes",\n "interface": "eth0",\n "ips": [\n "10.131.2.22"\n ],\n "mac": "0a:58:0a:83:02:16",\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': '2026-07-02T10:37:22Z', '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-gc6qk', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:22Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.ovn.org/pod-networks': {}}}}, 'subresource': 'status'}, {'manager': 'multus-daemon', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:23Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.v1.cni.cncf.io/network-status': {}}}}, 'subresource': 'status'}, {'manager': 'kubelet', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:57Z', '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":"10.131.2.22"}': {'.': {}, 'f:ip': {}}}, 'f:startTime': {}}}, 'subresource': 'status'}]}, 'spec': {'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts', 'defaultMode': 420}}, {'name': 'kube-api-access-2gsls', '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@sha256:5bb57ef927e7481cfc768993faa8e1e70b27154ecc81a88991bd5428001c1ea6', '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-2gsls', 'readOnly': True, 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount'}], 'terminationMessagePath': '/dev/termination-log', 'terminationMessagePolicy': 'File', 'imagePullPolicy': 'IfNotPresent', 'securityContext': {'capabilities': {'drop': ['ALL']}, 'runAsUser': 1000900000, '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-gc6qk', 'securityContext': {'seLinuxOptions': {'level': 's0:c30,c15'}, 'seccompProfile': {'type': 'RuntimeDefault'}}, 'imagePullSecrets': [{'name': 'default-dockercfg-qj5kh'}], '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': '2026-07-02T10:37:57Z'}, {'type': 'Initialized', 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-02T10:37:22Z', 'reason': 'PodCompleted'}, {'type': 'Ready', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-02T10:37:56Z', 'reason': 'PodCompleted'}, {'type': 'ContainersReady', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-02T10:37:56Z', 'reason': 'PodCompleted'}, {'type': 'PodScheduled', 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-02T10:37:22Z'}], 'hostIP': '192.169.3.28', 'hostIPs': [{'ip': '192.169.3.28'}], 'podIP': '10.131.2.22', 'podIPs': [{'ip': '10.131.2.22'}], 'startTime': '2026-07-02T10:37:22Z', 'containerStatuses': [{'name': 'ovms-smoke', 'state': {'terminated': {'exitCode': 0, 'reason': 'Completed', 'startedAt': '2026-07-02T10:37:23Z', 'finishedAt': '2026-07-02T10:37:55Z', 'containerID': 'cri-o://113c6c898f6b9ca261d7ad83b02fcc19cac8516268213bc6d71f3b435adcd5f2'}}, 'lastState': {}, 'ready': False, 'restartCount': 0, 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:5bb57ef927e7481cfc768993faa8e1e70b27154ecc81a88991bd5428001c1ea6', 'imageID': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:580601a10f2f4e29ff8baef51bc072033a18365b72fc0bbd8a9efd92f5d19a58', 'containerID': 'cri-o://113c6c898f6b9ca261d7ad83b02fcc19cac8516268213bc6d71f3b435adcd5f2', 'started': False, 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}, {'name': 'kube-api-access-2gsls', 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}]}], 'qosClass': 'BestEffort'}} [ocp_resources Pod] 2026-07-02T10:37:58.335948Z [info ] Wait until Pod ovms-smoke-pod is deleted [ocp_resources Pod] 2026-07-02T10:37:58.336113Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:58.349185Z [info ] Elapsed time: 7.128715515136719e-05 [0:00:00.000071] [timeout_sampler] 2026-07-02T10:37:58.349387Z [info ] Delete ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-02T10:37:58.374601Z [info ] Deleting {'kind': 'ConfigMap', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke', 'uid': 'b601a309-ebd8-49f3-b196-46be4257ff41', 'resourceVersion': '375040915', 'creationTimestamp': '2026-07-02T10:37:22Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:22Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:ovms_smoketest.py': {}, 'f:smoke.py': {}}}}]}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-02T10:37:58.392941Z [info ] Wait until ConfigMap ovms-smoke-scripts is deleted [ocp_resources ConfigMap] 2026-07-02T10:37:58.393181Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:37:58.406220Z [info ] Elapsed time: 0.0001227855682373047 [0:00:00.000123] [timeout_sampler] 2026-07-02T10:37:58.419109Z [info ] Delete Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-02T10:37:58.445292Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke', 'uid': '5bdf68c4-76dd-4c6c-a411-836de974575f', 'resourceVersion': '375040909', 'creationTimestamp': '2026-07-02T10:37:22Z', '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:c30,c15', 'openshift.io/sa.scc.supplemental-groups': '1000900000/10000', 'openshift.io/sa.scc.uid-range': '1000900000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:22Z', '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': '2026-07-02T10:37:22Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:37:22Z', '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] 2026-07-02T10:37:58.496735Z [info ] Wait until Namespace ovms-smoke is deleted [ocp_resources Namespace] 2026-07-02T10:37:58.496906Z [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/basic_model_deployment/test_tensorflow_model.py::TestTensorflowModel::test_tensorflow_inference[tensorflow-standard-rest-deployment] 2026-07-02T10:38:06.621429Z [info ] Elapsed time: 8.108670234680176 [0:00:08.108670] [timeout_sampler]  ---------------------------- test_tensorflow_inference[tensorflow-standard-rest-deployment] ---------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-02T10:38:06.626894Z [info ] Executing session fixture: root_dir [conftest] 2026-07-02T10:38:06.627048Z [info ] Executing session fixture: triton_runtime_image [conftest] 2026-07-02T10:38:06.627197Z [info ] Executing session fixture: supported_accelerator_type [conftest] 2026-07-02T10:38:06.627345Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-02T10:38:06.627517Z [info ] Executing class fixture: triton_rest_serving_runtime_template [conftest] 2026-07-02T10:38:06.627713Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-02T10:38:06.627846Z [info ] Create Template triton-rest-runtime-template [ocp_resources Template] 2026-07-02T10:38:06.627966Z [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] 2026-07-02T10:38:06.672358Z [info ] Executing class fixture: triton_grpc_serving_runtime_template [conftest] 2026-07-02T10:38:06.672557Z [info ] Create Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-02T10:38:06.672738Z [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] 2026-07-02T10:38:06.780394Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-02T10:38:06.780648Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-02T10:38:06.780796Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-02T10:38:06.840403Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-02T10:38:06.840641Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:06.853766Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-02T10:38:06.853916Z [info ] Elapsed time: 3.743171691894531e-05 [0:00:00.000037] [timeout_sampler] 2026-07-02T10:38:06.854053Z [info ] Executing class fixture: protocol [conftest] 2026-07-02T10:38:06.854190Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-02T10:38:06.904114Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 --- [DuplicateFilter: Last log `kind: Template api version: template.openshift.io/v1` repeated 2 times] [ocp_resources.resource] 2026-07-02T10:38:06.904273Z [info ] Create ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-02T10:38:06.904441Z [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] 2026-07-02T10:38:06.951452Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-02T10:38:06.951662Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-02T10:38:06.951807Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'tensorflow-standard'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-02T10:38:07.003620Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-02T10:38:07.003764Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:07.015793Z [info ] Elapsed time: 8.606910705566406e-05 [0:00:00.000086] [timeout_sampler] 2026-07-02T10:38:07.015942Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-02T10:38:07.016075Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-02T10:38:07.016217Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-02T10:38:07.043345Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-02T10:38:07.056312Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-02T10:38:07.056455Z [info ] Create InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-02T10:38:07.056660Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'tensorflow-standard-rest', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'tensorflow-standard'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'tensorrt'}, 'version': None, 'runtime': 'triton-rest-runtime', 'storageUri': 's3://ods-ci-wisdom/triton/model_repository/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'triton-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-02T10:38:07.142676Z [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] 2026-07-02T10:38:07.142111Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-02T10:38:08.166317Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-02T10:38:08.203113Z [info ] Elapsed time: 1.0242478847503662 [0:00:01.024248] [timeout_sampler] 2026-07-02T10:38:08.214839Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-02T10:38:08.215528Z [info ] Waiting for 599.9999980926514 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] 2026-07-02T10:38:28.496285Z [info ] Elapsed time: 20.21280312538147 [0:00:20.212803] [timeout_sampler] 2026-07-02T10:38:28.508886Z [info ] Waiting for 578.6338701248169 seconds [0:09:38.633870], 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] 2026-07-02T10:38:28.521704Z [info ] Elapsed time: 0.00013637542724609375 [0:00:00.000136] [timeout_sampler] 2026-07-02T10:38:28.521177Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-02T10:38:28.560725Z [info ] Waiting for 578.5821805000305 seconds [0:09:38.582181], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-02T10:38:28.573199Z [info ] Elapsed time: 0.00011348724365234375 [0:00:00.000113] [timeout_sampler] 2026-07-02T10:38:28.573358Z [info ] Wait for Deployment tensorflow-standard-rest-predictor to be deployed: True [ocp_resources Deployment] 2026-07-02T10:38:28.573521Z [info ] Waiting for 578.5692863464355 seconds [0:09:38.569286], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:28.585234Z [info ] Elapsed time: 3.337860107421875e-05 [0:00:00.000033] [timeout_sampler] 2026-07-02T10:38:28.585388Z [info ] Waiting for 578.5572257041931 seconds [0:09:38.557226], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-02T10:38:28.600349Z [info ] Elapsed time: 3.075599670410156e-05 [0:00:00.000031] [timeout_sampler] 2026-07-02T10:38:28.600485Z [info ] Wait for InferenceService/tensorflow-standard-rest's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-02T10:38:28.600639Z [info ] Wait until InferenceService tensorflow-standard-rest is created [ocp_resources InferenceService] 2026-07-02T10:38:28.600773Z [info ] Waiting for 578.5420882701874 seconds [0:09:38.542088], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:28.612726Z [info ] Elapsed time: 2.86102294921875e-05 [0:00:00.000029] [timeout_sampler] 2026-07-02T10:38:28.612878Z [info ] Waiting for 578.5298976898193 seconds [0:09:38.529898], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-02T10:38:28.624994Z [info ] Elapsed time: 5.9604644775390625e-05 [0:00:00.000060] [timeout_sampler] 2026-07-02T10:38:28.637852Z [info ] Waiting for 578.5046691894531 seconds [0:09:38.504669], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-02T10:38:28.649900Z [info ] Elapsed time: 0.00010609626770019531 [0:00:00.000106] [timeout_sampler] 2026-07-02T10:38:28.663151Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-02T10:38:28.697485Z [info ] Executing function fixture: snapshot [conftest] 2026-07-02T10:38:28.698813Z [info ] Executing function fixture: triton_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-02T10:38:28Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestTensorflowModel.test_tensorflow_inference[tensorflow-standard-rest-deployment] STATUS: PASSED _ 4 of 8 completed, 4 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/triton/basic_model_deployment/test_tensorflow_model.py::TestTensorflowModel::test_tensorflow_inference[tensorflow-standard-grpc-deployment] ------------------------------------------------------- TEARDOWN -------------------------------------------------------  ---------------------------- test_tensorflow_inference[tensorflow-standard-grpc-deployment] ---------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-02T10:38:31.551212Z [info ] Delete InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-02T10:38:31.581018Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-02T10:38:07Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-02T10:38:07Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-02T10:38:07Z'}, {'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': '2026-07-02T10:38:19Z'}], 'name': 'tensorflow-standard-rest', 'namespace': 'tensorflow-standard', 'resourceVersion': '375041967', 'uid': '8f031de5-3d41-4a97-b9b3-a424a8433351'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'tensorrt'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'triton-rest-runtime', 'storageUri': 's3://ods-ci-wisdom/triton/model_repository/'}, 'serviceAccountName': 'triton-models-bucket-sa'}}, 'status': {'address': {'url': 'http://tensorflow-standard-rest-predictor.tensorflow-standard.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://tensorflow-standard-rest-predictor-tensorflow-standard.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-02T10:38:07Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-02T10:38:19Z', 'message': 'ReplicaSet "tensorflow-standard-rest-predictor-5d6d498c99" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-02T10:38:19Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-02T10:38:07Z', '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] 2026-07-02T10:38:31.599545Z [info ] Wait until InferenceService tensorflow-standard-rest is deleted [ocp_resources InferenceService] 2026-07-02T10:38:31.599738Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:32.626305Z [info ] Elapsed time: 1.0128581523895264 [0:00:01.012858] [timeout_sampler] 2026-07-02T10:38:32.626470Z [info ] Delete ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-02T10:38:32.652476Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-02T10:38:06Z', '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': '2026-07-02T10:38:06Z'}], 'name': 'triton-rest-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '375041690', 'uid': '7b6cb90b-0606-4831-a66f-bf873f3a78a6'}, '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] 2026-07-02T10:38:32.667822Z [info ] Wait until ServingRuntime triton-rest-runtime is deleted [ocp_resources ServingRuntime] 2026-07-02T10:38:32.667978Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:32.680891Z [info ] Elapsed time: 8.177757263183594e-05 [0:00:00.000082] [timeout_sampler] 2026-07-02T10:38:32.681095Z [info ] Executing class fixture: protocol [conftest] 2026-07-02T10:38:32.681229Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-02T10:38:32.681356Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-02T10:38:32.712048Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-02T10:38:32.712209Z [info ] Create ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-02T10:38:32.712361Z [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] 2026-07-02T10:38:32.743084Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-02T10:38:32.755895Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-02T10:38:32.756042Z [info ] Create InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-02T10:38:32.756232Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'tensorflow-standard-grpc', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'tensorflow-standard'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'tensorrt'}, 'version': None, 'runtime': 'triton-grpc-runtime', 'storageUri': 's3://ods-ci-wisdom/triton/model_repository/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'triton-models-bucket-sa'}}} [ocp_resources InferenceService] 2026-07-02T10:38:32.798633Z [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] 2026-07-02T10:38:32.798130Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-02T10:38:33.837409Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-02T10:38:33.871429Z [info ] Elapsed time: 1.0393061637878418 [0:00:01.039306] [timeout_sampler] 2026-07-02T10:38:33.884132Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-02T10:38:33.885095Z [info ] Waiting for 599.9999990463257 seconds [0:09:59.999999], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-grpc-runtime'}) [timeout_sampler] 2026-07-02T10:38:54.128304Z [info ] Elapsed time: 20.167198181152344 [0:00:20.167198] [timeout_sampler] 2026-07-02T10:38:54.141569Z [info ] Waiting for 578.6572892665863 seconds [0:09:38.657289], 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] 2026-07-02T10:38:54.154269Z [info ] Elapsed time: 0.00012540817260742188 [0:00:00.000125] [timeout_sampler] 2026-07-02T10:38:54.153848Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-02T10:38:54.193930Z [info ] Waiting for 578.6045706272125 seconds [0:09:38.604571], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-02T10:38:54.206779Z [info ] Elapsed time: 7.104873657226562e-05 [0:00:00.000071] [timeout_sampler] 2026-07-02T10:38:54.206937Z [info ] Wait for Deployment tensorflow-standard-grpc-predictor to be deployed: True [ocp_resources Deployment] 2026-07-02T10:38:54.207113Z [info ] Waiting for 578.5917212963104 seconds [0:09:38.591721], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:54.219042Z [info ] Elapsed time: 2.956390380859375e-05 [0:00:00.000030] [timeout_sampler] 2026-07-02T10:38:54.219207Z [info ] Waiting for 578.5794548988342 seconds [0:09:38.579455], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-02T10:38:54.233109Z [info ] Elapsed time: 3.0040740966796875e-05 [0:00:00.000030] [timeout_sampler] 2026-07-02T10:38:54.233255Z [info ] Wait for InferenceService/tensorflow-standard-grpc's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-02T10:38:54.233383Z [info ] Wait until InferenceService tensorflow-standard-grpc is created [ocp_resources InferenceService] 2026-07-02T10:38:54.233521Z [info ] Waiting for 578.5654046535492 seconds [0:09:38.565405], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:54.248668Z [info ] Elapsed time: 2.7418136596679688e-05 [0:00:00.000027] [timeout_sampler] 2026-07-02T10:38:54.248829Z [info ] Waiting for 578.5498538017273 seconds [0:09:38.549854], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-02T10:38:54.262300Z [info ] Elapsed time: 4.291534423828125e-05 [0:00:00.000043] [timeout_sampler] 2026-07-02T10:38:54.274683Z [info ] Waiting for 578.5237898826599 seconds [0:09:38.523790], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-02T10:38:54.289623Z [info ] Elapsed time: 4.4345855712890625e-05 [0:00:00.000044] [timeout_sampler] 2026-07-02T10:38:54.302074Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-02T10:38:54.332334Z [info ] Executing function fixture: snapshot [conftest] 2026-07-02T10:38:54.332518Z [info ] Executing function fixture: triton_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-02T10:38:54Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestTensorflowModel.test_tensorflow_inference[tensorflow-standard-grpc-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-02T10:38:56.596735Z [info ] Delete InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-02T10:38:56.627914Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-02T10:38:32Z', 'finalizers': ['inferenceservice.finalizers', 'odh.inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-02T10:38:32Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-02T10:38:32Z'}, {'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': '2026-07-02T10:38:44Z'}], 'name': 'tensorflow-standard-grpc', 'namespace': 'tensorflow-standard', 'resourceVersion': '375042426', 'uid': '5e474dd0-52fb-437d-a702-724ae258246b'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'tensorrt'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'triton-grpc-runtime', 'storageUri': 's3://ods-ci-wisdom/triton/model_repository/'}, 'serviceAccountName': 'triton-models-bucket-sa'}}, 'status': {'address': {'url': 'http://tensorflow-standard-grpc-predictor.tensorflow-standard.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://tensorflow-standard-grpc-predictor-tensorflow-standard.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-02T10:38:32Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-02T10:38:44Z', 'message': 'ReplicaSet "tensorflow-standard-grpc-predictor-766dd6c85d" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-02T10:38:44Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-02T10:38:32Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'triton-grpc-runtime', 'url': 'http://tensorflow-standard-grpc-predictor.tensorflow-standard.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-02T10:38:56.655796Z [info ] Wait until InferenceService tensorflow-standard-grpc is deleted [ocp_resources InferenceService] 2026-07-02T10:38:56.655955Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:57.684751Z [info ] Elapsed time: 1.01505446434021 [0:00:01.015054] [timeout_sampler] 2026-07-02T10:38:57.684915Z [info ] Delete ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-02T10:38:57.711684Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-02T10:38:32Z', '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': '2026-07-02T10:38:32Z'}], 'name': 'triton-grpc-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '375042183', 'uid': '1305bbc3-d7af-4515-b99a-dfb52cf8e1ef'}, '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] 2026-07-02T10:38:57.727632Z [info ] Wait until ServingRuntime triton-grpc-runtime is deleted [ocp_resources ServingRuntime] 2026-07-02T10:38:57.727786Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:57.741098Z [info ] Elapsed time: 7.700920104980469e-05 [0:00:00.000077] [timeout_sampler] 2026-07-02T10:38:57.741246Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-02T10:38:57.766190Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': 'ecee0f7f-0c4c-4c31-a55b-281683596379', 'resourceVersion': '375041695', 'creationTimestamp': '2026-07-02T10:38:07Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-lf8n4'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-02T10:38:07Z', '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-lf8n4"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:38:07Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-lf8n4'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-lf8n4'}]} [ocp_resources ServiceAccount] 2026-07-02T10:38:57.783774Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-02T10:38:57.783935Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:57.802029Z [info ] Elapsed time: 7.319450378417969e-05 [0:00:00.000073] [timeout_sampler] 2026-07-02T10:38:57.802194Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-02T10:38:57.831809Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': 'f2082535-769e-40e7-b1ee-5af64012ae9e', 'resourceVersion': '375041691', 'creationTimestamp': '2026-07-02T10:38:06Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.us-east-2.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-2', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:38:06Z', '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] 2026-07-02T10:38:57.846103Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-02T10:38:57.846254Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:38:57.859034Z [info ] Elapsed time: 3.814697265625e-05 [0:00:00.000038] [timeout_sampler] 2026-07-02T10:38:57.954379Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-02T10:38:57.980821Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '65c768a9-c030-4dc4-a4d7-476dc4ff339d', 'resourceVersion': '375041681', 'creationTimestamp': '2026-07-02T10:38:06Z', '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:c30,c20', 'openshift.io/sa.scc.supplemental-groups': '1000910000/10000', 'openshift.io/sa.scc.uid-range': '1000910000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-02T10:38:06Z', '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': '2026-07-02T10:38:06Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-02T10:38:06Z', '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] 2026-07-02T10:38:57.998931Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-02T10:38:57.999093Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:39:06.124582Z [info ] Elapsed time: 8.107400178909302 [0:00:08.107400] [timeout_sampler] 2026-07-02T10:39:06.124747Z [info ] Delete Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-02T10:39:06.158246Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'bf58bb1f-8c0f-416b-ae3a-599d56ad7342', 'resourceVersion': '375041660', 'creationTimestamp': '2026-07-02T10:38:06Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-02T10:38:06Z', '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] 2026-07-02T10:39:06.198119Z [info ] Wait until Template triton-grpc-runtime-template is deleted [ocp_resources Template] 2026-07-02T10:39:06.198275Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-02T10:39:06.218249Z [info ] Elapsed time: 3.266334533691406e-05 [0:00:00.000033] [timeout_sampler] 2026-07-02T10:39:06.218400Z [info ] Delete Template triton-rest-runtime-template [ocp_resources Template] 2026-07-02T10:39:06.254241Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'de198c52-3fe7-4d5f-894f-2d3769549ab1', 'resourceVersion': '375041659', 'creationTimestamp': '2026-07-02T10:38:06Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-02T10:38:06Z', '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] 2026-07-02T10:39:06.276128Z [info ] Wait until Template triton-rest-runtime-template is deleted [ocp_resources Template] 2026-07-02T10:39:06.276280Z [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] 2026-07-02T10:39:06.294016Z [info ] Elapsed time: 3.123283386230469e-05 [0:00:00.000031] [timeout_sampler]  ----------------------------- test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- SKIPPED _ 6 of 8 completed, 5 Pass, 0 Fail, 1 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] 2026-07-02T10:39:06.297062Z [info ] Executing session fixture: skip_if_no_supported_cpu_x86_accelerator_type [conftest]  TEST: TestVllmCpuX86S3Inference.test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] STATUS: SKIPPED ------------------------------------------------------- TEARDOWN -------------------------------------------------------  -------------------------- test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] -------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- SKIPPED _ 7 of 8 completed, 5 Pass, 0 Fail, 2 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] SKIPPED TEST: TestVllmProbeHealth.test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] STATUS: SKIPPED ------------------------------------------------------- TEARDOWN -------------------------------------------------------  --------------------------- test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes] --------------------------- -------------------------------------------------------- SETUP --------------------------------------------------------  TEST: TestVllmProbeHealth.test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes] STATUS: SKIPPED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- _ 8 of 8 completed, 5 Pass, 0 Fail, 3 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ ==== 5 passed, 3 skipped, 48 deselected, 297 warnings in 168.74s (0:02:48) ===== =============================== 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: 86 warnings tests/model_serving/model_runtime/openvino/test_ovms_smoke.py: 65 warnings tests/model_serving/model_runtime/triton/basic_model_deployment/test_tensorflow_model.py: 141 warnings /home/odh/opendatahub-tests/.venv/lib64/python3.14/site-packages/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 - ==== 5 passed, 3 skipped, 48 deselected, 297 warnings in 168.75s (0:02:48) =====