--- pytest attempt 2026-07-19T20:39:53.304911+00:00 (/.local/bin/uv --directory /home/odh/opendatahub-tests...) ---
2026-07-19T20:39:55.221033Z [info     ] Writing tests log to /home/odh/opendatahub-tests/results/pytest-tests.log [conftest]
2026-07-19T20:39:55.221342Z [info     ] Trying to get client via new_client_from_config [ocp_resources.resource]
2026-07-19T20:39:55.255203Z [info     ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource]
2026-07-19T20:39:55.269757Z [info     ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource]
============================= test session starts ==============================
platform linux -- Python 3.14.6, pytest-9.1.1, pluggy-1.6.0 -- /home/odh/opendatahub-tests/.venv/bin/python3
cachedir: .pytest_cache
metadata: {'Python': '3.14.6', 'Platform': 'Linux-5.14.0-570.122.1.el9_6.x86_64-x86_64-with-glibc2.42', 'Packages': {'pytest': '9.1.1', 'pluggy': '1.6.0'}, 'Plugins': {'anyio': '4.14.0', 'langsmith': '0.9.0', 'asyncio': '1.4.0', 'dependency': '0.6.1', 'html': '4.2.0', 'metadata': '3.1.1', 'order': '1.5.0', 'progress': '1.4.0', 'testconfig': '0.2.0', 'xdist': '3.8.0', 'syrupy': '5.3.2'}}
rootdir: /home/odh/opendatahub-tests
configfile: pytest.ini
plugins: anyio-4.14.0, langsmith-0.9.0, asyncio-1.4.0, dependency-0.6.1, html-4.2.0, metadata-3.1.1, order-1.5.0, progress-1.4.0, testconfig-0.2.0, xdist-3.8.0, syrupy-5.3.2
asyncio: mode=Mode.STRICT, debug=False, asyncio_default_fixture_loop_scope=None, asyncio_default_test_loop_scope=function
collecting ... collected 56 items / 52 deselected / 4 selected

tests/model_serving/model_runtime/openvino/test_ovms_model_deployment.py::TestOpenVINOModels::test_openvino_model_inference[onnx-standard-rest-deployment] 
----------------------------- test_openvino_model_inference[onnx-standard-rest-deployment] -----------------------------
-------------------------------------------------------- SETUP --------------------------------------------------------
2026-07-19T20:39:55.455450Z [info     ] Executing session fixture: event_loop_policy [conftest]
2026-07-19T20:39:55.455804Z [info     ] Executing session fixture: _syrupy_apply_ide_patches [conftest]
2026-07-19T20:39:55.455993Z [info     ] Executing session fixture: admin_client [conftest]
2026-07-19T20:39:55.457177Z [info     ] Trying to get client via new_client_from_config [ocp_resources.resource]
2026-07-19T20:39:55.457298Z [info     ] Executing session fixture: dsc_resource [conftest]
2026-07-19T20:39:55.457399Z [info     ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource]
2026-07-19T20:39:55.481484Z [info     ] Executing session fixture: tmp_path_factory [conftest]
2026-07-19T20:39:55.481669Z [info     ] Executing session fixture: tests_tmp_dir [conftest]
2026-07-19T20:39:55.482518Z [info     ] Executing session fixture: os_path_environment [conftest]
2026-07-19T20:39:55.482632Z [info     ] Executing session fixture: tmpdir_factory [conftest]
2026-07-19T20:39:55.482737Z [info     ] Executing session fixture: bin_directory [conftest]
2026-07-19T20:39:55.483562Z [info     ] Executing session fixture: oc_binary_path [conftest]
2026-07-19T20:39:55.488274Z [info     ] kind: ConsoleCLIDownload api version: console.openshift.io/v1 [ocp_resources.resource]
2026-07-19T20:39:55.495037Z [info     ] All oc console cli download links: ['https://downloads-openshift-console.apps.a6b913e7-4de3-41f9-8927-e8817c5bcb11.prod.konfluxeaas.com/amd64/linux/oc.tar'] [utilities.infra] name=utilities.infra
2026-07-19T20:39:55.495106Z [info     ] Downloading archive using: url=https://downloads-openshift-console.apps.a6b913e7-4de3-41f9-8927-e8817c5bcb11.prod.konfluxeaas.com/amd64/linux/oc.tar [utilities.infra] name=utilities.infra
2026-07-19T20:39:55.495993Z [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.a6b913e7-4de3-41f9-8927-e8817c5bcb11.prod.konfluxeaas.com/amd64/linux/oc.tar'}) [timeout_sampler]
2026-07-19T20:39:55.517389Z [info     ] Elapsed time: 4.029273986816406e-05 [0:00:00.000040] [timeout_sampler]
2026-07-19T20:39:56.057093Z [info     ] Extract the downloaded archive. [utilities.infra] name=utilities.infra
2026-07-19T20:39:56.157171Z [info     ] Downloaded file: ['oc']        [utilities.infra] name=utilities.infra
2026-07-19T20:39:56.176642Z [info     ] Executing session fixture: bin_directory_to_os_path [conftest]
2026-07-19T20:39:56.175547Z [info     ] OC binary path: /tmp/pytest-3jAMsfnQfMrvFBp8PjeQ45/bin0/oc [tests.conftest] name=tests.conftest
2026-07-19T20:39:56.175593Z [info     ] Adding /tmp/pytest-3jAMsfnQfMrvFBp8PjeQ45/bin0 to $PATH [tests.conftest] name=tests.conftest
2026-07-19T20:39:56.177105Z [info     ] Executing session fixture: nodes [conftest]
2026-07-19T20:39:56.406197Z [info     ] Executing session fixture: dsci_resource [conftest]
2026-07-19T20:39:56.406351Z [info     ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource]
2026-07-19T20:39:56.410993Z [info     ] Executing session fixture: record_testsuite_property [conftest]
2026-07-19T20:39:56.411141Z [info     ] Executing session fixture: junitxml_plugin [conftest]
2026-07-19T20:39:56.411245Z [info     ] Executing session fixture: cluster_sanity_scope_session [conftest]
2026-07-19T20:39:56.410366Z [info     ] Check cluster sanity.          [utilities.infra] name=utilities.infra
2026-07-19T20:39:56.411445Z [info     ] Verify all nodes are in a healthy condition. [ocp_utilities.infra]
2026-07-19T20:39:56.422165Z [info     ] Verify all nodes are schedulable. [ocp_utilities.infra]
2026-07-19T20:39:56.433734Z [info     ] Waiting for 120 seconds [0:02:00], retry every 5 seconds. (Function: utilities.infra.wait_for_dsci_status_ready  Kwargs: {'dsci_resource': <ocp_resources.dsc_initialization.DSCInitialization object at 0x7fd8429b1d10>}) [timeout_sampler]
2026-07-19T20:39:56.433275Z [info     ] Wait for DSCI default-dsci to be in Ready status. [utilities.infra] name=utilities.infra
2026-07-19T20:39:56.434104Z [info     ] Get DSCInitialization default-dsci status [ocp_resources DSCInitialization]
2026-07-19T20:39:56.437984Z [info     ] Elapsed time: 6.771087646484375e-05 [0:00:00.000068] [timeout_sampler]
2026-07-19T20:39:56.438125Z [info     ] Waiting for 120 seconds [0:02:00], retry every 5 seconds. (Function: utilities.infra.wait_for_dsc_status_ready  Kwargs: {'dsc_resource': <ocp_resources.data_science_cluster.DataScienceCluster object at 0x7fd8416887d0>}) [timeout_sampler]
2026-07-19T20:39:56.437496Z [info     ] Wait for DSC default-dsc are Ready. [utilities.infra] name=utilities.infra
2026-07-19T20:39:56.438371Z [info     ] Get DataScienceCluster default-dsc status [ocp_resources DataScienceCluster]
2026-07-19T20:39:56.447130Z [info     ] Elapsed time: 3.600120544433594e-05 [0:00:00.000036] [timeout_sampler]
2026-07-19T20:39:56.447256Z [info     ] Executing session fixture: autouse_fixtures [conftest]
2026-07-19T20:39:56.447351Z [info     ] Executing session fixture: pytestconfig [conftest]
2026-07-19T20:39:56.447447Z [info     ] Executing session fixture: aws_access_key_id [conftest]
2026-07-19T20:39:56.447606Z [info     ] Executing session fixture: aws_secret_access_key [conftest]
2026-07-19T20:39:56.447717Z [info     ] Executing session fixture: ci_s3_bucket_endpoint [conftest]
2026-07-19T20:39:56.447813Z [info     ] Executing session fixture: valid_aws_config [conftest]
2026-07-19T20:39:56.502089Z [info     ] AWS credentials validated successfully via STS GetCallerIdentity [tests.conftest] name=tests.conftest
2026-07-19T20:39:56.503471Z [info     ] Executing session fixture: teardown_resources [conftest]
2026-07-19T20:39:56.503626Z [info     ] Executing session fixture: ovms_runtime_image [conftest]
2026-07-19T20:39:56.503783Z [info     ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource]
2026-07-19T20:39:56.515415Z [info     ] Executing session fixture: models_s3_bucket_name [conftest]
2026-07-19T20:39:56.515541Z [info     ] Executing session fixture: s3_models_storage_uri [conftest]
2026-07-19T20:39:56.515652Z [info     ] Executing session fixture: models_s3_bucket_region [conftest]
2026-07-19T20:39:56.515756Z [info     ] Executing session fixture: models_s3_bucket_endpoint [conftest]
2026-07-19T20:39:56.515886Z [info     ] Executing session fixture: gpu_count_on_cluster [conftest]
2026-07-19T20:39:56.527822Z [info     ] Executing class fixture: model_namespace [conftest]
2026-07-19T20:39:56.527958Z [info     ] Create Namespace onnx-standard-rest [ocp_resources Namespace]
2026-07-19T20:39:56.528073Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'onnx-standard-rest'}, 'spec': {}} [ocp_resources Namespace]
2026-07-19T20:39:56.545167Z [info     ] Wait for Namespace onnx-standard-rest status to be Active [ocp_resources Namespace]
2026-07-19T20:39:56.545352Z [info     ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler]
2026-07-19T20:39:56.553931Z [info     ] Status of Namespace onnx-standard-rest is Active [ocp_resources Namespace]
2026-07-19T20:39:56.554097Z [info     ] Elapsed time: 4.172325134277344e-05 [0:00:00.000042] [timeout_sampler]
2026-07-19T20:39:56.554252Z [info     ] Executing class fixture: openvino_serving_runtime [conftest]
2026-07-19T20:39:56.595579Z [info     ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource]
2026-07-19T20:39:56.595816Z [info     ] Create ServingRuntime openvino-runtime [ocp_resources ServingRuntime]
2026-07-19T20:39:56.596288Z [info     ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/recommended-accelerators': '["nvidia.com/gpu"]', 'opendatahub.io/runtime-version': 'v2026.1.0', 'openshift.io/display-name': 'OpenVINO Model Server'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'ovms', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8888'}, 'containers': [{'args': ['--model_name={{.Name}}', '--port=8001', '--rest_port=8888', '--model_path=/mnt/models', '--file_system_poll_wait_seconds=0', '--metrics_enable'], 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'name': 'kserve-container', 'ports': [{'containerPort': 8888, 'protocol': 'TCP'}]}], 'multiModel': False, 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'autoSelect': True, 'name': 'openvino_ir', 'version': 'opset13'}, {'name': 'onnx', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '2'}, {'autoSelect': True, 'name': 'paddle', 'version': '2'}, {'autoSelect': True, 'name': 'pytorch', 'version': '2'}]}} [ocp_resources ServingRuntime]
2026-07-19T20:39:56.615235Z [info     ] Executing class fixture: kserve_s3_secret [conftest]
2026-07-19T20:39:56.615378Z [info     ] Create Secret models-bucket-secret [ocp_resources Secret]
2026-07-19T20:39:56.615514Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'onnx-standard-rest'}, 'stringData': '*******'} [ocp_resources Secret]
2026-07-19T20:39:56.627740Z [info     ] Wait until Secret models-bucket-secret is created [ocp_resources Secret]
2026-07-19T20:39:56.627902Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler]
2026-07-19T20:39:56.634072Z [info     ] Elapsed time: 3.910064697265625e-05 [0:00:00.000039] [timeout_sampler]
2026-07-19T20:39:56.634242Z [info     ] Executing class fixture: openvino_model_service_account [conftest]
2026-07-19T20:39:56.634392Z [info     ] Create ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount]
2026-07-19T20:39:56.634543Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount]
2026-07-19T20:39:56.643180Z [info     ] Executing class fixture: openvino_inference_service [conftest]
2026-07-19T20:39:56.648322Z [info     ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource]
2026-07-19T20:39:56.648452Z [info     ] Create InferenceService onnx   [ocp_resources InferenceService]
2026-07-19T20:39:56.648574Z [info     ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'onnx', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'onnx-standard-rest'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'openvino_ir'}, 'version': None, 'runtime': 'openvino-runtime', 'storageUri': 's3://mlflow-e2e/openvino/model_repository/onnx/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'openvino-models-bucket-sa'}}} [ocp_resources InferenceService]
2026-07-19T20:39:56.681706Z [info     ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods  Kwargs: {'client': <kubernetes.dynamic.client.DynamicClient object at 0x7fd841688550>, 'isvc': <ocp_resources.inference_service.InferenceService object at 0x7fd842a91d30>, 'runtime_name': 'openvino-runtime'}) [timeout_sampler]
2026-07-19T20:39:56.681251Z [info     ] Waiting for pods to be created [utilities.infra] name=utilities.infra
2026-07-19T20:39:57.704441Z [info     ] Waiting for pods to be created [utilities.infra] name=utilities.infra
2026-07-19T20:39:57.715310Z [info     ] Elapsed time: 1.023231029510498 [0:00:01.023231] [timeout_sampler]
2026-07-19T20:39:57.718546Z [info     ] Verifying no failed pods       [utilities.infra] name=utilities.infra
2026-07-19T20:39:57.719345Z [info     ] Waiting for 899.999997138977 seconds [0:14:59.999997], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label  Kwargs: {'client': <kubernetes.dynamic.client.DynamicClient object at 0x7fd841688550>, 'isvc': <ocp_resources.inference_service.InferenceService object at 0x7fd842a91d30>, 'runtime_name': 'openvino-runtime'}) [timeout_sampler]
2026-07-19T20:40:17.776011Z [info     ] Elapsed time: 20.03672194480896 [0:00:20.036722] [timeout_sampler]
2026-07-19T20:40:17.779851Z [info     ] Waiting for 878.9018402099609 seconds [0:14:38.901840], retry every 5 seconds. (Function: ocp_resources.resource.get  Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=onnx', 'client': <kubernetes.dynamic.client.DynamicClient object at 0x7fd841688550>, 'namespace': 'onnx-standard-rest'}) [timeout_sampler]
2026-07-19T20:40:17.780008Z [info     ] kind: Deployment api version: apps/v1 [ocp_resources.resource]
2026-07-19T20:40:17.784274Z [info     ] Elapsed time: 5.4836273193359375e-05 [0:00:00.000055] [timeout_sampler]
2026-07-19T20:40:17.783732Z [info     ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra
2026-07-19T20:40:17.797163Z [info     ] Waiting for 878.884584903717 seconds [0:14:38.884585], retry every 5 seconds. (Function: utilities.infra.<locals>.lambda: deployment.instance) [timeout_sampler]
2026-07-19T20:40:17.801159Z [info     ] Elapsed time: 7.152557373046875e-05 [0:00:00.000072] [timeout_sampler]
2026-07-19T20:40:17.801316Z [info     ] Wait for Deployment onnx-predictor to be deployed: True [ocp_resources Deployment]
2026-07-19T20:40:17.801459Z [info     ] Waiting for 878.8805913925171 seconds [0:14:38.880591], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler]
2026-07-19T20:40:17.805026Z [info     ] Elapsed time: 4.2438507080078125e-05 [0:00:00.000042] [timeout_sampler]
2026-07-19T20:40:17.805161Z [info     ] Waiting for 878.8767614364624 seconds [0:14:38.876761], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler]
2026-07-19T20:40:17.809005Z [info     ] Elapsed time: 4.291534423828125e-05 [0:00:00.000043] [timeout_sampler]
2026-07-19T20:40:17.809172Z [info     ] Wait for InferenceService/onnx's 'Ready' condition to be 'True' [ocp_resources InferenceService]
2026-07-19T20:40:17.809309Z [info     ] Wait until InferenceService onnx is created [ocp_resources InferenceService]
2026-07-19T20:40:17.809507Z [info     ] Waiting for 878.8726527690887 seconds [0:14:38.872653], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler]
2026-07-19T20:40:17.812918Z [info     ] Elapsed time: 3.266334533691406e-05 [0:00:00.000033] [timeout_sampler]
2026-07-19T20:40:17.813049Z [info     ] Waiting for 878.8687934875488 seconds [0:14:38.868793], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler]
2026-07-19T20:40:17.818577Z [info     ] Elapsed time: 4.291534423828125e-05 [0:00:00.000043] [timeout_sampler]
2026-07-19T20:40:17.822487Z [info     ] Waiting for 878.8590919971466 seconds [0:14:38.859092], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler]
2026-07-19T20:40:17.826145Z [info     ] Elapsed time: 5.030632019042969e-05 [0:00:00.000050] [timeout_sampler]
2026-07-19T20:40:17.830360Z [info     ] Executing class fixture: protocol [conftest]
2026-07-19T20:40:17.830467Z [info     ] Executing function fixture: openvino_pod_resource [conftest]
2026-07-19T20:40:17.866628Z [info     ] Executing function fixture: snapshot [conftest]
2026-07-19T20:40:17.867252Z [info     ] Executing function fixture: openvino_response_snapshot [conftest]
2026-07-19T20:40:17.868476Z [info     ] Executing function fixture: model_format [conftest]
--------------------------------------------------------- CALL ---------------------------------------------------------
PASSED
TEST: TestOpenVINOModels.test_openvino_model_inference[onnx-standard-rest-deployment] STATUS: PASSED
------------------------------------------------------- TEARDOWN -------------------------------------------------------
2026-07-19T20:40:18.004539Z [info     ] Delete InferenceService onnx   [ocp_resources InferenceService]
2026-07-19T20:40:18.016693Z [info     ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'openvino_ir', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-19T20:39:56Z', 'finalizers': ['odh.inferenceservice.finalizers', 'inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-19T20:39:56Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-19T20:39:56Z'}, {'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': '2026-07-19T20:40:08Z'}], 'name': 'onnx', 'namespace': 'onnx-standard-rest', 'resourceVersion': '76504', 'uid': '1b495683-058e-489b-9ed3-877d87df4eb5'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'openvino_ir'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'openvino-runtime', 'storageUri': 's3://mlflow-e2e/openvino/model_repository/onnx/'}, 'serviceAccountName': 'openvino-models-bucket-sa'}}, 'status': {'address': {'url': 'http://onnx-predictor.onnx-standard-rest.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://onnx-predictor-onnx-standard-rest.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-19T20:39:56Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-19T20:40:08Z', 'message': 'ReplicaSet "onnx-predictor-7f7b467c8f" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-19T20:40:08Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-19T20:39:56Z', '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]
2026-07-19T20:40:18.025413Z [info     ] Wait until InferenceService onnx is deleted [ocp_resources InferenceService]
2026-07-19T20:40:18.025584Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:40:19.036113Z [info     ] Elapsed time: 1.0041828155517578 [0:00:01.004183] [timeout_sampler]
2026-07-19T20:40:19.036284Z [info     ] Delete ServingRuntime openvino-runtime [ocp_resources ServingRuntime]
2026-07-19T20:40:19.045635Z [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': '2026-07-19T20:39:56Z', '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': '2026-07-19T20:39:56Z'}], 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest', 'resourceVersion': '76169', 'uid': '4e3a6958-2e0a-4be7-9e6d-1235ca3e6c60'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'ovms', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8888'}, 'containers': [{'args': ['--model_name={{.Name}}', '--port=8001', '--rest_port=8888', '--model_path=/mnt/models', '--file_system_poll_wait_seconds=0', '--metrics_enable'], 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'name': 'kserve-container', 'ports': [{'containerPort': 8888, 'protocol': 'TCP'}]}], 'multiModel': False, 'protocolVersions': ['v2', 'grpc-v2'], 'supportedModelFormats': [{'autoSelect': True, 'name': 'openvino_ir', 'version': 'opset13'}, {'name': 'onnx', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '1'}, {'autoSelect': True, 'name': 'tensorflow', 'version': '2'}, {'autoSelect': True, 'name': 'paddle', 'version': '2'}, {'autoSelect': True, 'name': 'pytorch', 'version': '2'}]}} [ocp_resources ServingRuntime]
2026-07-19T20:40:19.051908Z [info     ] Wait until ServingRuntime openvino-runtime is deleted [ocp_resources ServingRuntime]
2026-07-19T20:40:19.052063Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:40:19.056347Z [info     ] Elapsed time: 4.935264587402344e-05 [0:00:00.000049] [timeout_sampler]
2026-07-19T20:40:19.056535Z [info     ] Delete ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount]
2026-07-19T20:40:19.064440Z [info     ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest', 'uid': 'f435a60a-3f76-4bcf-8c7e-07d1252b758d', 'resourceVersion': '76177', 'creationTimestamp': '2026-07-19T20:39:56Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'openvino-models-bucket-sa-dockercfg-79sjj'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:39:56Z', '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-79sjj"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:39:56Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'openvino-models-bucket-sa-dockercfg-79sjj'}], 'imagePullSecrets': [{'name': 'openvino-models-bucket-sa-dockercfg-79sjj'}]} [ocp_resources ServiceAccount]
2026-07-19T20:40:19.070071Z [info     ] Wait until ServiceAccount openvino-models-bucket-sa is deleted [ocp_resources ServiceAccount]
2026-07-19T20:40:19.070200Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:40:19.074278Z [info     ] Elapsed time: 4.649162292480469e-05 [0:00:00.000046] [timeout_sampler]
2026-07-19T20:40:19.074432Z [info     ] Delete Secret models-bucket-secret [ocp_resources Secret]
2026-07-19T20:40:19.087202Z [info     ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'onnx-standard-rest', 'uid': '6f400fac-607a-44e7-bf67-7bf62accc6a2', 'resourceVersion': '76174', 'creationTimestamp': '2026-07-19T20:39:56Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:39:56Z', '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]
2026-07-19T20:40:19.095493Z [info     ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret]
2026-07-19T20:40:19.095635Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:40:19.099747Z [info     ] Elapsed time: 4.887580871582031e-05 [0:00:00.000049] [timeout_sampler]
2026-07-19T20:40:19.114416Z [info     ] Delete Namespace onnx-standard-rest [ocp_resources Namespace]
2026-07-19T20:40:19.123211Z [info     ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'onnx-standard-rest', 'uid': 'd82a08e9-b949-4f6e-9b3a-775ba1179880', 'resourceVersion': '76160', 'creationTimestamp': '2026-07-19T20:39:56Z', 'labels': {'kubernetes.io/metadata.name': 'onnx-standard-rest', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c31,c0', 'openshift.io/sa.scc.supplemental-groups': '1000930000/10000', 'openshift.io/sa.scc.uid-range': '1000930000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:39:56Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:39:56Z', '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': '2026-07-19T20:39:56Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace]
2026-07-19T20:40:19.134313Z [info     ] Wait until Namespace onnx-standard-rest is deleted [ocp_resources Namespace]
2026-07-19T20:40:19.134484Z [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 4 completed, 1 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] 2026-07-19T20:40:25.167032Z [info     ] Elapsed time: 6.025871753692627 [0:00:06.025872] [timeout_sampler]

------------------------------------ test_ovms_smoke_runs_in_openshift[ovms-smoke] ------------------------------------
-------------------------------------------------------- SETUP --------------------------------------------------------
2026-07-19T20:40:25.167513Z [info     ] Executing class fixture: model_namespace [conftest]
2026-07-19T20:40:25.167635Z [info     ] Create Namespace ovms-smoke    [ocp_resources Namespace]
2026-07-19T20:40:25.167738Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'ovms-smoke'}, 'spec': {}} [ocp_resources Namespace]
2026-07-19T20:40:25.182793Z [info     ] Wait for Namespace ovms-smoke status to be Active [ocp_resources Namespace]
2026-07-19T20:40:25.182998Z [info     ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler]
2026-07-19T20:40:25.189496Z [info     ] Status of Namespace ovms-smoke is Active [ocp_resources Namespace]
2026-07-19T20:40:25.189645Z [info     ] Elapsed time: 4.8160552978515625e-05 [0:00:00.000048] [timeout_sampler]
2026-07-19T20:40:25.189776Z [info     ] Executing class fixture: ovms_smoke_scripts_configmap [conftest]
2026-07-19T20:40:25.191499Z [info     ] Create ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap]
2026-07-19T20:40:25.191625Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'ConfigMap', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke'}, 'data': '*******'} [ocp_resources ConfigMap]
2026-07-19T20:40:25.210792Z [info     ] Executing class fixture: ovms_smoke_pod [conftest]
2026-07-19T20:40:25.210974Z [info     ] Create Pod ovms-smoke-pod      [ocp_resources Pod]
2026-07-19T20:40:25.211108Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'Pod', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke'}, 'spec': {'containers': [{'name': 'ovms-smoke', 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'command': ['/bin/sh', '-c'], 'args': ['python3 /scripts/ovms_smoketest.py && python3 /scripts/smoke.py'], 'env': [{'name': 'HOME', 'value': '/tmp'}, {'name': 'HF_HOME', 'value': '/tmp/hf_cache'}, {'name': 'MPLCONFIGDIR', 'value': '/tmp/matplotlib'}], 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True}], 'securityContext': {'allowPrivilegeEscalation': False, 'capabilities': {'drop': ['ALL']}, 'runAsNonRoot': True, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts'}}]}} [ocp_resources Pod]
2026-07-19T20:40:25.269620Z [info     ] Waiting for OVMS smoke Pod to complete [tests.model_serving.model_runtime.openvino.conftest] name=tests.model_serving.model_runtime.openvino.conftest
2026-07-19T20:40:25.270426Z [info     ] Wait for Pod ovms-smoke-pod status to be Succeeded [ocp_resources Pod]
2026-07-19T20:40:25.270559Z [info     ] Waiting for 300 seconds [0:05:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler]
2026-07-19T20:40:25.273942Z [info     ] Status of Pod ovms-smoke-pod is Pending [ocp_resources Pod]
2026-07-19T20:40:27.284640Z [info     ] Status of Pod ovms-smoke-pod is Running [ocp_resources Pod]
2026-07-19T20:40:58.450215Z [info     ] Status of Pod ovms-smoke-pod is Succeeded [ocp_resources Pod]
2026-07-19T20:40:58.450385Z [info     ] Elapsed time: 33.17391562461853 [0:00:33.173916] [timeout_sampler]
--------------------------------------------------------- CALL ---------------------------------------------------------
PASSED
TEST: TestOVMSSmokeInOpenShift.test_ovms_smoke_runs_in_openshift[ovms-smoke] STATUS: PASSED
------------------------------------------------------- TEARDOWN -------------------------------------------------------
2026-07-19T20:40:58.454448Z [info     ] Delete Pod ovms-smoke-pod      [ocp_resources Pod]
2026-07-19T20:40:58.471054Z [info     ] Deleting {'kind': 'Pod', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke', 'uid': '26b2f8e0-c66e-475a-b9e3-4c8ac1c97ac9', 'resourceVersion': '77536', 'generation': 1, 'creationTimestamp': '2026-07-19T20:40:25Z', 'labels': {'kyverno-add-imagepullsecret': 'was-here', 'kyverno-replace-image-registry': 'was-here'}, 'annotations': {'k8s.ovn.org/pod-networks': '{"default":{"ip_addresses":["10.132.0.86/23"],"mac_address":"0a:58:0a:84:00:56","gateway_ips":["10.132.0.1"],"routes":[{"dest":"10.132.0.0/14","nextHop":"10.132.0.1"},{"dest":"172.31.0.0/16","nextHop":"10.132.0.1"},{"dest":"169.254.0.5/32","nextHop":"10.132.0.1"},{"dest":"100.64.0.0/16","nextHop":"10.132.0.1"}],"ip_address":"10.132.0.86/23","gateway_ip":"10.132.0.1","role":"primary"}}', 'k8s.v1.cni.cncf.io/network-status': '[{\n    "name": "ovn-kubernetes",\n    "interface": "eth0",\n    "ips": [\n        "10.132.0.86"\n    ],\n    "mac": "0a:58:0a:84:00:56",\n    "default": true,\n    "dns": {}\n}]', 'openshift.io/scc': 'openshift-ai-llminferenceservice-scc', 'seccomp.security.alpha.kubernetes.io/pod': 'runtime/default', 'security.openshift.io/validated-scc-subject-type': 'user'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:40:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:spec': {'f:containers': {'k:{"name":"ovms-smoke"}': {'.': {}, 'f:args': {}, 'f:command': {}, 'f:env': {'.': {}, 'k:{"name":"HF_HOME"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"HOME"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"MPLCONFIGDIR"}': {'.': {}, 'f:name': {}, 'f:value': {}}}, 'f:image': {}, 'f:imagePullPolicy': {}, 'f:name': {}, 'f:resources': {}, 'f:securityContext': {'.': {}, 'f:allowPrivilegeEscalation': {}, 'f:capabilities': {'.': {}, 'f:drop': {}}, 'f:runAsNonRoot': {}, 'f:seccompProfile': {'.': {}, 'f:type': {}}}, 'f:terminationMessagePath': {}, 'f:terminationMessagePolicy': {}, 'f:volumeMounts': {'.': {}, 'k:{"mountPath":"/scripts"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}, 'f:readOnly': {}}}}}, 'f:dnsPolicy': {}, 'f:enableServiceLinks': {}, 'f:restartPolicy': {}, 'f:schedulerName': {}, 'f:securityContext': {}, 'f:terminationGracePeriodSeconds': {}, 'f:volumes': {'.': {}, 'k:{"name":"smoke-scripts"}': {'.': {}, 'f:configMap': {'.': {}, 'f:defaultMode': {}, 'f:name': {}}, 'f:name': {}}}}}}, {'manager': 'ip-10-0-140-113', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:40:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.ovn.org/pod-networks': {}}}}, 'subresource': 'status'}, {'manager': 'multus-daemon', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:40:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.v1.cni.cncf.io/network-status': {}}}}, 'subresource': 'status'}, {'manager': 'kubelet', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:40:57Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'f:conditions': {'k:{"type":"ContainersReady"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:observedGeneration': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"Initialized"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:observedGeneration': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"PodReadyToStartContainers"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:observedGeneration': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"PodScheduled"}': {'f:observedGeneration': {}}, 'k:{"type":"Ready"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:observedGeneration': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}}, 'f:containerStatuses': {}, 'f:hostIP': {}, 'f:hostIPs': {}, 'f:observedGeneration': {}, 'f:phase': {}, 'f:podIP': {}, 'f:podIPs': {'.': {}, 'k:{"ip":"10.132.0.86"}': {'.': {}, 'f:ip': {}}}, 'f:startTime': {}}}, 'subresource': 'status'}]}, 'spec': {'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts', 'defaultMode': 420}}, {'name': 'kube-api-access-rtq97', 'projected': {'sources': [{'serviceAccountToken': {'expirationSeconds': 3607, 'path': 'token'}}, {'configMap': {'name': 'kube-root-ca.crt', 'items': [{'key': 'ca.crt', 'path': 'ca.crt'}]}}, {'downwardAPI': {'items': [{'path': 'namespace', 'fieldRef': {'apiVersion': 'v1', 'fieldPath': 'metadata.namespace'}}]}}, {'configMap': {'name': 'openshift-service-ca.crt', 'items': [{'key': 'service-ca.crt', 'path': 'service-ca.crt'}]}}], 'defaultMode': 420}}], 'containers': [{'name': 'ovms-smoke', 'image': 'quay.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'command': ['/bin/sh', '-c'], 'args': ['python3 /scripts/ovms_smoketest.py && python3 /scripts/smoke.py'], 'env': [{'name': 'HOME', 'value': '/tmp'}, {'name': 'HF_HOME', 'value': '/tmp/hf_cache'}, {'name': 'MPLCONFIGDIR', 'value': '/tmp/matplotlib'}], 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'readOnly': True, 'mountPath': '/scripts'}, {'name': 'kube-api-access-rtq97', 'readOnly': True, 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount'}], 'terminationMessagePath': '/dev/termination-log', 'terminationMessagePolicy': 'File', 'imagePullPolicy': 'IfNotPresent', 'securityContext': {'capabilities': {'drop': ['ALL']}, 'runAsUser': 1000940000, 'runAsNonRoot': True, 'allowPrivilegeEscalation': False, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'terminationGracePeriodSeconds': 30, 'dnsPolicy': 'ClusterFirst', 'serviceAccountName': 'default', 'serviceAccount': 'default', 'nodeName': 'ip-10-0-140-113.ec2.internal', 'securityContext': {'seLinuxOptions': {'level': 's0:c31,c5'}, 'seccompProfile': {'type': 'RuntimeDefault'}}, 'imagePullSecrets': [{'name': 'default-dockercfg-l4qv5'}, {'name': 'pull-secret-quay'}], 'schedulerName': 'default-scheduler', 'tolerations': [{'key': 'node.kubernetes.io/not-ready', 'operator': 'Exists', 'effect': 'NoExecute', 'tolerationSeconds': 300}, {'key': 'node.kubernetes.io/unreachable', 'operator': 'Exists', 'effect': 'NoExecute', 'tolerationSeconds': 300}], 'priority': 0, 'enableServiceLinks': True, 'preemptionPolicy': 'PreemptLowerPriority'}, 'status': {'observedGeneration': 1, 'phase': 'Succeeded', 'conditions': [{'type': 'PodReadyToStartContainers', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-19T20:40:57Z'}, {'type': 'Initialized', 'observedGeneration': 1, 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-19T20:40:25Z', 'reason': 'PodCompleted'}, {'type': 'Ready', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-19T20:40:56Z', 'reason': 'PodCompleted'}, {'type': 'ContainersReady', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-19T20:40:56Z', 'reason': 'PodCompleted'}, {'type': 'PodScheduled', 'observedGeneration': 1, 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-19T20:40:25Z'}], 'hostIP': '10.0.140.113', 'hostIPs': [{'ip': '10.0.140.113'}], 'podIP': '10.132.0.86', 'podIPs': [{'ip': '10.132.0.86'}], 'startTime': '2026-07-19T20:40:25Z', 'containerStatuses': [{'name': 'ovms-smoke', 'state': {'terminated': {'exitCode': 0, 'reason': 'Completed', 'startedAt': '2026-07-19T20:40:25Z', 'finishedAt': '2026-07-19T20:40:56Z', 'containerID': 'cri-o://063c267521ad2a7a1d2a6bbf5118fd851ce653232cd532f4eacab9f0ad9c6344'}}, 'lastState': {}, 'ready': False, 'restartCount': 0, 'image': 'quay.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'imageID': 'quay.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'containerID': 'cri-o://063c267521ad2a7a1d2a6bbf5118fd851ce653232cd532f4eacab9f0ad9c6344', 'started': False, 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}, {'name': 'kube-api-access-rtq97', 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}], 'user': {'linux': {'uid': 1000940000, 'gid': 0, 'supplementalGroups': [0]}}}], 'qosClass': 'BestEffort'}} [ocp_resources Pod]
2026-07-19T20:40:58.483414Z [info     ] Wait until Pod ovms-smoke-pod is deleted [ocp_resources Pod]
2026-07-19T20:40:58.483579Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:40:58.488334Z [info     ] Elapsed time: 3.504753112792969e-05 [0:00:00.000035] [timeout_sampler]
2026-07-19T20:40:58.488503Z [info     ] Delete ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap]
2026-07-19T20:40:58.498472Z [info     ] Deleting {'kind': 'ConfigMap', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke', 'uid': 'f7565bb3-6869-41f3-94fc-955bc94f73d3', 'resourceVersion': '76895', 'creationTimestamp': '2026-07-19T20:40:25Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:40:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:ovms_smoketest.py': {}, 'f:smoke.py': {}}}}]}, 'data': '*******'} [ocp_resources ConfigMap]
2026-07-19T20:40:58.504608Z [info     ] Wait until ConfigMap ovms-smoke-scripts is deleted [ocp_resources ConfigMap]
2026-07-19T20:40:58.504745Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:40:58.509025Z [info     ] Elapsed time: 4.029273986816406e-05 [0:00:00.000040] [timeout_sampler]
2026-07-19T20:40:58.512729Z [info     ] Delete Namespace ovms-smoke    [ocp_resources Namespace]
2026-07-19T20:40:58.521231Z [info     ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke', 'uid': '31ddb968-62a2-4e53-a448-3dfadbda665a', 'resourceVersion': '76906', 'creationTimestamp': '2026-07-19T20:40:25Z', 'labels': {'kubernetes.io/metadata.name': 'ovms-smoke', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c31,c5', 'openshift.io/sa.scc.supplemental-groups': '1000940000/10000', 'openshift.io/sa.scc.uid-range': '1000940000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:40:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:40:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:40:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace]
2026-07-19T20:40:58.530388Z [info     ] Wait until Namespace ovms-smoke is deleted [ocp_resources Namespace]
2026-07-19T20:40:58.530543Z [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 4 completed, 2 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _

tests/model_serving/model_runtime/triton/S3/test_triton_grpc.py::TestTritonGRPC::test_triton_grpc_inference[tensorflow-grpc] 2026-07-19T20:41:04.566191Z [info     ] Elapsed time: 6.026980876922607 [0:00:06.026981] [timeout_sampler]

------------------------------------- test_triton_grpc_inference[tensorflow-grpc] -------------------------------------
-------------------------------------------------------- SETUP --------------------------------------------------------
2026-07-19T20:41:04.570653Z [info     ] Executing session fixture: root_dir [conftest]
2026-07-19T20:41:04.570774Z [info     ] Executing session fixture: triton_runtime_image [conftest]
2026-07-19T20:41:04.570924Z [info     ] Executing session fixture: supported_accelerator_type [conftest]
2026-07-19T20:41:04.571565Z [info     ] Executing session fixture: s3_models_storage_uri [conftest]
2026-07-19T20:41:04.571687Z [info     ] Executing class fixture: triton_grpc_serving_runtime_template [conftest]
2026-07-19T20:41:04.571796Z [info     ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource]
2026-07-19T20:41:04.572053Z [info     ] Create Template triton-grpc-runtime-template [ocp_resources Template]
2026-07-19T20:41:04.572216Z [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]
2026-07-19T20:41:04.611561Z [info     ] Executing class fixture: model_namespace [conftest]
2026-07-19T20:41:04.611727Z [info     ] Create Namespace tensorflow-standard [ocp_resources Namespace]
2026-07-19T20:41:04.611903Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace]
2026-07-19T20:41:04.639972Z [info     ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace]
2026-07-19T20:41:04.640091Z [info     ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler]
2026-07-19T20:41:04.646528Z [info     ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace]
2026-07-19T20:41:04.646653Z [info     ] Elapsed time: 3.981590270996094e-05 [0:00:00.000040] [timeout_sampler]
2026-07-19T20:41:04.646776Z [info     ] Executing class fixture: protocol [conftest]
2026-07-19T20:41:04.646923Z [info     ] Executing class fixture: triton_serving_runtime [conftest]
2026-07-19T20:41:04.702183Z [info     ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource]
2026-07-19T20:41:04.702347Z [info     ] Create ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime]
2026-07-19T20:41:04.702542Z [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]
2026-07-19T20:41:04.741017Z [info     ] Executing class fixture: kserve_s3_secret [conftest]
2026-07-19T20:41:04.741189Z [info     ] Create Secret models-bucket-secret [ocp_resources Secret]
2026-07-19T20:41:04.741469Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'tensorflow-standard'}, 'stringData': '*******'} [ocp_resources Secret]
2026-07-19T20:41:04.773985Z [info     ] Wait until Secret models-bucket-secret is created [ocp_resources Secret]
2026-07-19T20:41:04.774134Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler]
2026-07-19T20:41:04.778170Z [info     ] Elapsed time: 3.600120544433594e-05 [0:00:00.000036] [timeout_sampler]
2026-07-19T20:41:04.778304Z [info     ] Executing class fixture: triton_model_service_account [conftest]
2026-07-19T20:41:04.778428Z [info     ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount]
2026-07-19T20:41:04.778540Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount]
2026-07-19T20:41:04.798970Z [info     ] Executing class fixture: triton_inference_service [conftest]
2026-07-19T20:41:04.804218Z [info     ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource]
2026-07-19T20:41:04.804340Z [info     ] Create InferenceService tensorflow-standard-grpc [ocp_resources InferenceService]
2026-07-19T20:41:04.804501Z [info     ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'tensorflow-standard-grpc', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'tensorflow-standard'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'tensorrt'}, 'version': None, 'runtime': 'triton-grpc-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'triton-models-bucket-sa'}}} [ocp_resources InferenceService]
2026-07-19T20:41:04.838061Z [info     ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods  Kwargs: {'client': <kubernetes.dynamic.client.DynamicClient object at 0x7fd841688550>, 'isvc': <ocp_resources.inference_service.InferenceService object at 0x7fd8429b2210>, 'runtime_name': 'triton-grpc-runtime'}) [timeout_sampler]
2026-07-19T20:41:04.837503Z [info     ] Waiting for pods to be created [utilities.infra] name=utilities.infra
2026-07-19T20:41:05.864849Z [info     ] Waiting for pods to be created [utilities.infra] name=utilities.infra
2026-07-19T20:41:05.877756Z [info     ] Elapsed time: 1.0273826122283936 [0:00:01.027383] [timeout_sampler]
2026-07-19T20:41:05.881277Z [info     ] Verifying no failed pods       [utilities.infra] name=utilities.infra
2026-07-19T20:41:05.882077Z [info     ] Waiting for 599.9999980926514 seconds [0:09:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label  Kwargs: {'client': <kubernetes.dynamic.client.DynamicClient object at 0x7fd841688550>, 'isvc': <ocp_resources.inference_service.InferenceService object at 0x7fd8429b2210>, 'runtime_name': 'triton-grpc-runtime'}) [timeout_sampler]
2026-07-19T20:45:26.418227Z [info     ] Elapsed time: 260.51559829711914 [0:04:20.515598] [timeout_sampler]
2026-07-19T20:45:26.422141Z [info     ] Waiting for 338.4157540798187 seconds [0:05:38.415754], retry every 5 seconds. (Function: ocp_resources.resource.get  Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=tensorflow-standard-grpc', 'client': <kubernetes.dynamic.client.DynamicClient object at 0x7fd841688550>, 'namespace': 'tensorflow-standard'}) [timeout_sampler]
2026-07-19T20:45:26.426212Z [info     ] Elapsed time: 5.626678466796875e-05 [0:00:00.000056] [timeout_sampler]
2026-07-19T20:45:26.425803Z [info     ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra
2026-07-19T20:45:26.437702Z [info     ] Waiting for 338.4002573490143 seconds [0:05:38.400257], retry every 5 seconds. (Function: utilities.infra.<locals>.lambda: deployment.instance) [timeout_sampler]
2026-07-19T20:45:26.441428Z [info     ] Elapsed time: 5.888938903808594e-05 [0:00:00.000059] [timeout_sampler]
2026-07-19T20:45:26.441570Z [info     ] Wait for Deployment tensorflow-standard-grpc-predictor to be deployed: True [ocp_resources Deployment]
2026-07-19T20:45:26.441682Z [info     ] Waiting for 338.3964116573334 seconds [0:05:38.396412], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:26.449122Z [info     ] Elapsed time: 2.8848648071289062e-05 [0:00:00.000029] [timeout_sampler]
2026-07-19T20:45:26.449336Z [info     ] Waiting for 338.3927483558655 seconds [0:05:38.392748], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler]
2026-07-19T20:45:26.455238Z [info     ] Elapsed time: 2.9802322387695312e-05 [0:00:00.000030] [timeout_sampler]
2026-07-19T20:45:26.455384Z [info     ] Wait for InferenceService/tensorflow-standard-grpc's 'Ready' condition to be 'True' [ocp_resources InferenceService]
2026-07-19T20:45:26.455531Z [info     ] Wait until InferenceService tensorflow-standard-grpc is created [ocp_resources InferenceService]
2026-07-19T20:45:26.455654Z [info     ] Waiting for 338.38288736343384 seconds [0:05:38.382887], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:26.459847Z [info     ] Elapsed time: 4.100799560546875e-05 [0:00:00.000041] [timeout_sampler]
2026-07-19T20:45:26.459985Z [info     ] Waiting for 338.37808442115784 seconds [0:05:38.378084], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler]
2026-07-19T20:45:26.463721Z [info     ] Elapsed time: 4.7206878662109375e-05 [0:00:00.000047] [timeout_sampler]
2026-07-19T20:45:26.467435Z [info     ] Waiting for 338.3704037666321 seconds [0:05:38.370404], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler]
2026-07-19T20:45:26.471022Z [info     ] Elapsed time: 4.863739013671875e-05 [0:00:00.000049] [timeout_sampler]
2026-07-19T20:45:26.475515Z [info     ] Executing function fixture: triton_pod_resource [conftest]
2026-07-19T20:45:26.509450Z [info     ] Executing function fixture: snapshot [conftest]
2026-07-19T20:45:26.509578Z [info     ] Executing function fixture: triton_response_snapshot [conftest]
2026-07-19T20:45:26.510845Z [info     ] Executing function fixture: model_name [conftest]
2026-07-19T20:45:26.510996Z [info     ] Executing function fixture: input_path [conftest]
--------------------------------------------------------- CALL ---------------------------------------------------------
PASSED
TEST: TestTritonGRPC.test_triton_grpc_inference[tensorflow-grpc] STATUS: PASSED
------------------------------------------------------- TEARDOWN -------------------------------------------------------
2026-07-19T20:45:28.916201Z [info     ] Delete InferenceService tensorflow-standard-grpc [ocp_resources InferenceService]
2026-07-19T20:45:28.928713Z [info     ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-19T20:41:04Z', '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': '2026-07-19T20:41:04Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-19T20:41:05Z'}, {'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': '2026-07-19T20:45:18Z'}], 'name': 'tensorflow-standard-grpc', 'namespace': 'tensorflow-standard', 'resourceVersion': '82250', 'uid': 'f6597f90-8df8-439b-b6e0-6b48dcc2c135'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'tensorrt'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'triton-grpc-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/'}, 'serviceAccountName': 'triton-models-bucket-sa'}}, 'status': {'address': {'url': 'http://tensorflow-standard-grpc-predictor.tensorflow-standard.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://tensorflow-standard-grpc-predictor-tensorflow-standard.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-19T20:41:04Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-19T20:45:18Z', 'message': 'ReplicaSet "tensorflow-standard-grpc-predictor-746c78fcb4" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-19T20:45:18Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-19T20:41:04Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'triton-grpc-runtime', 'url': 'http://tensorflow-standard-grpc-predictor.tensorflow-standard.svc.cluster.local'}} [ocp_resources InferenceService]
2026-07-19T20:45:28.937241Z [info     ] Wait until InferenceService tensorflow-standard-grpc is deleted [ocp_resources InferenceService]
2026-07-19T20:45:28.937455Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:29.949171Z [info     ] Elapsed time: 1.0063202381134033 [0:00:01.006320] [timeout_sampler]
2026-07-19T20:45:29.949417Z [info     ] Delete ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime]
2026-07-19T20:45:29.958583Z [info     ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-19T20:41:04Z', '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': '2026-07-19T20:41:04Z'}], 'name': 'triton-grpc-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '77723', 'uid': '0407af9f-570c-49ff-9683-fcbe4bab3899'}, '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]
2026-07-19T20:45:29.965472Z [info     ] Wait until ServingRuntime triton-grpc-runtime is deleted [ocp_resources ServingRuntime]
2026-07-19T20:45:29.965624Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:29.970042Z [info     ] Elapsed time: 4.00543212890625e-05 [0:00:00.000040] [timeout_sampler]
2026-07-19T20:45:29.970174Z [info     ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount]
2026-07-19T20:45:29.977572Z [info     ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '5a7cab37-230a-435b-b2a7-0e83ca99e8e1', 'resourceVersion': '77732', 'creationTimestamp': '2026-07-19T20:41:04Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-t9fgl'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:41:04Z', '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-t9fgl"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:41:04Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-t9fgl'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-t9fgl'}]} [ocp_resources ServiceAccount]
2026-07-19T20:45:29.982647Z [info     ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount]
2026-07-19T20:45:29.982766Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:29.987311Z [info     ] Elapsed time: 3.8623809814453125e-05 [0:00:00.000039] [timeout_sampler]
2026-07-19T20:45:29.987421Z [info     ] Delete Secret models-bucket-secret [ocp_resources Secret]
2026-07-19T20:45:30.000678Z [info     ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': '5bc6d3eb-0b79-4302-8c35-119a9dc158e5', 'resourceVersion': '77729', 'creationTimestamp': '2026-07-19T20:41:04Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:41:04Z', '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]
2026-07-19T20:45:30.009537Z [info     ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret]
2026-07-19T20:45:30.009675Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:30.014325Z [info     ] Elapsed time: 3.123283386230469e-05 [0:00:00.000031] [timeout_sampler]
2026-07-19T20:45:30.028350Z [info     ] Delete Namespace tensorflow-standard [ocp_resources Namespace]
2026-07-19T20:45:30.036902Z [info     ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '87a7f50f-5980-4038-9c6a-da60909cd8cc', 'resourceVersion': '77715', 'creationTimestamp': '2026-07-19T20:41:04Z', '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:c31,c10', 'openshift.io/sa.scc.supplemental-groups': '1000950000/10000', 'openshift.io/sa.scc.uid-range': '1000950000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:41:04Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:41:04Z', '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': '2026-07-19T20:41:04Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace]
2026-07-19T20:45:30.047894Z [info     ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace]
2026-07-19T20:45:30.048009Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:36.082200Z [info     ] Elapsed time: 6.028775453567505 [0:00:06.028775] [timeout_sampler]
2026-07-19T20:45:36.082346Z [info     ] Delete Template triton-grpc-runtime-template [ocp_resources Template]
2026-07-19T20:45:36.100359Z [info     ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': '01479c6d-e0d1-4c14-af22-68b9ce93f73d', 'resourceVersion': '77691', 'creationTimestamp': '2026-07-19T20:41:04Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-19T20:41:04Z', '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]
2026-07-19T20:45:36.109118Z [info     ] Wait until Template triton-grpc-runtime-template is deleted [ocp_resources Template]
2026-07-19T20:45:36.109242Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:36.115484Z [info     ] Elapsed time: 3.361701965332031e-05 [0:00:00.000034] [timeout_sampler]

_ 3 of 4 completed, 3 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _

tests/model_serving/model_runtime/triton/S3/test_triton_rest.py::TestTritonREST::test_triton_rest_inference[tensorflow-rest] 
------------------------------------- test_triton_rest_inference[tensorflow-rest] -------------------------------------
-------------------------------------------------------- SETUP --------------------------------------------------------
2026-07-19T20:45:36.119559Z [info     ] Executing session fixture: s3_models_storage_uri [conftest]
2026-07-19T20:45:36.119673Z [info     ] Executing class fixture: triton_rest_serving_runtime_template [conftest]
2026-07-19T20:45:36.119854Z [info     ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource]
2026-07-19T20:45:36.120035Z [info     ] Create Template triton-rest-runtime-template [ocp_resources Template]
2026-07-19T20:45:36.120149Z [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]
2026-07-19T20:45:36.135700Z [info     ] Executing class fixture: model_namespace [conftest]
2026-07-19T20:45:36.135811Z [info     ] Create Namespace tensorflow-standard [ocp_resources Namespace]
2026-07-19T20:45:36.135944Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace]
2026-07-19T20:45:36.154644Z [info     ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace]
2026-07-19T20:45:36.154770Z [info     ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:36.162220Z [info     ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace]
2026-07-19T20:45:36.162370Z [info     ] Elapsed time: 4.601478576660156e-05 [0:00:00.000046] [timeout_sampler]
2026-07-19T20:45:36.162487Z [info     ] Executing class fixture: protocol [conftest]
2026-07-19T20:45:36.162592Z [info     ] Executing class fixture: triton_serving_runtime [conftest]
2026-07-19T20:45:36.182771Z [info     ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource]
2026-07-19T20:45:36.182927Z [info     ] Create ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime]
2026-07-19T20:45:36.183087Z [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]
2026-07-19T20:45:36.221034Z [info     ] Executing class fixture: kserve_s3_secret [conftest]
2026-07-19T20:45:36.221169Z [info     ] Create Secret models-bucket-secret [ocp_resources Secret]
2026-07-19T20:45:36.221290Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'tensorflow-standard'}, 'stringData': '*******'} [ocp_resources Secret]
2026-07-19T20:45:36.243765Z [info     ] Wait until Secret models-bucket-secret is created [ocp_resources Secret]
2026-07-19T20:45:36.243978Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:36.249535Z [info     ] Elapsed time: 3.24249267578125e-05 [0:00:00.000032] [timeout_sampler]
2026-07-19T20:45:36.249662Z [info     ] Executing class fixture: triton_model_service_account [conftest]
2026-07-19T20:45:36.249767Z [info     ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount]
2026-07-19T20:45:36.249923Z [info     ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount]
2026-07-19T20:45:36.261463Z [info     ] Executing class fixture: triton_inference_service [conftest]
2026-07-19T20:45:36.266330Z [info     ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource]
2026-07-19T20:45:36.266439Z [info     ] Create InferenceService tensorflow-standard-rest [ocp_resources InferenceService]
2026-07-19T20:45:36.266547Z [info     ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'tensorflow-standard-rest', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'tensorflow-standard'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'tensorrt'}, 'version': None, 'runtime': 'triton-rest-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/', 'resources': {'requests': {'cpu': '1', 'memory': '2Gi'}, 'limits': {'cpu': '2', 'memory': '4Gi'}}}, 'minReplicas': 1, 'serviceAccountName': 'triton-models-bucket-sa'}}} [ocp_resources InferenceService]
2026-07-19T20:45:36.417332Z [info     ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods  Kwargs: {'client': <kubernetes.dynamic.client.DynamicClient object at 0x7fd841688550>, 'isvc': <ocp_resources.inference_service.InferenceService object at 0x7fd8429b2350>, 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler]
2026-07-19T20:45:36.416727Z [info     ] Waiting for pods to be created [utilities.infra] name=utilities.infra
2026-07-19T20:45:37.424101Z [info     ] Waiting for pods to be created [utilities.infra] name=utilities.infra
2026-07-19T20:45:37.436068Z [info     ] Elapsed time: 1.0074732303619385 [0:00:01.007473] [timeout_sampler]
2026-07-19T20:45:37.439559Z [info     ] Verifying no failed pods       [utilities.infra] name=utilities.infra
2026-07-19T20:45:37.440235Z [info     ] Waiting for 599.9999988079071 seconds [0:09:59.999999], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label  Kwargs: {'client': <kubernetes.dynamic.client.DynamicClient object at 0x7fd841688550>, 'isvc': <ocp_resources.inference_service.InferenceService object at 0x7fd8429b2350>, 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler]
2026-07-19T20:45:57.497368Z [info     ] Elapsed time: 20.038123846054077 [0:00:20.038124] [timeout_sampler]
2026-07-19T20:45:57.501071Z [info     ] Waiting for 578.9160361289978 seconds [0:09:38.916036], retry every 5 seconds. (Function: ocp_resources.resource.get  Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=tensorflow-standard-rest', 'client': <kubernetes.dynamic.client.DynamicClient object at 0x7fd841688550>, 'namespace': 'tensorflow-standard'}) [timeout_sampler]
2026-07-19T20:45:57.505014Z [info     ] Elapsed time: 6.556510925292969e-05 [0:00:00.000066] [timeout_sampler]
2026-07-19T20:45:57.504569Z [info     ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra
2026-07-19T20:45:57.516056Z [info     ] Waiting for 578.9010162353516 seconds [0:09:38.901016], retry every 5 seconds. (Function: utilities.infra.<locals>.lambda: deployment.instance) [timeout_sampler]
2026-07-19T20:45:57.519896Z [info     ] Elapsed time: 7.462501525878906e-05 [0:00:00.000075] [timeout_sampler]
2026-07-19T20:45:57.520024Z [info     ] Wait for Deployment tensorflow-standard-rest-predictor to be deployed: True [ocp_resources Deployment]
2026-07-19T20:45:57.520135Z [info     ] Waiting for 578.8971836566925 seconds [0:09:38.897184], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:57.523238Z [info     ] Elapsed time: 3.337860107421875e-05 [0:00:00.000033] [timeout_sampler]
2026-07-19T20:45:57.523371Z [info     ] Waiting for 578.8938403129578 seconds [0:09:38.893840], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler]
2026-07-19T20:45:57.527129Z [info     ] Elapsed time: 2.8371810913085938e-05 [0:00:00.000028] [timeout_sampler]
2026-07-19T20:45:57.527272Z [info     ] Wait for InferenceService/tensorflow-standard-rest's 'Ready' condition to be 'True' [ocp_resources InferenceService]
2026-07-19T20:45:57.527403Z [info     ] Wait until InferenceService tensorflow-standard-rest is created [ocp_resources InferenceService]
2026-07-19T20:45:57.527531Z [info     ] Waiting for 578.8899459838867 seconds [0:09:38.889946], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler]
2026-07-19T20:45:57.531163Z [info     ] Elapsed time: 3.218650817871094e-05 [0:00:00.000032] [timeout_sampler]
2026-07-19T20:45:57.531309Z [info     ] Waiting for 578.8858737945557 seconds [0:09:38.885874], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler]
2026-07-19T20:45:57.534748Z [info     ] Elapsed time: 3.552436828613281e-05 [0:00:00.000036] [timeout_sampler]
2026-07-19T20:45:57.538349Z [info     ] Waiting for 578.8786001205444 seconds [0:09:38.878600], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler]
2026-07-19T20:45:57.542058Z [info     ] Elapsed time: 4.863739013671875e-05 [0:00:00.000049] [timeout_sampler]
2026-07-19T20:45:57.545998Z [info     ] Executing function fixture: triton_pod_resource [conftest]
2026-07-19T20:45:57.588759Z [info     ] Executing function fixture: snapshot [conftest]
2026-07-19T20:45:57.589683Z [info     ] Executing function fixture: triton_response_snapshot [conftest]
2026-07-19T20:45:57.589802Z [info     ] Executing function fixture: model_name [conftest]
2026-07-19T20:45:57.589985Z [info     ] Executing function fixture: input_path [conftest]
--------------------------------------------------------- CALL ---------------------------------------------------------
PASSED
TEST: TestTritonREST.test_triton_rest_inference[tensorflow-rest] STATUS: PASSED
------------------------------------------------------- TEARDOWN -------------------------------------------------------
2026-07-19T20:46:00.425740Z [info     ] Delete InferenceService tensorflow-standard-rest [ocp_resources InferenceService]
2026-07-19T20:46:00.438147Z [info     ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-19T20:45:36Z', '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': '2026-07-19T20:45:36Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-19T20:45:36Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-19T20:45:48Z'}], 'name': 'tensorflow-standard-rest', 'namespace': 'tensorflow-standard', 'resourceVersion': '82967', 'uid': '8678a592-a346-4166-9d3d-b9cd63f82804'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'modelFormat': {'name': 'tensorrt'}, 'name': '', 'resources': {'limits': {'cpu': '2', 'memory': '4Gi'}, 'requests': {'cpu': '1', 'memory': '2Gi'}}, 'runtime': 'triton-rest-runtime', 'storageUri': 's3://mlflow-e2e/triton/model_repository/'}, 'serviceAccountName': 'triton-models-bucket-sa'}}, 'status': {'address': {'url': 'http://tensorflow-standard-rest-predictor.tensorflow-standard.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://tensorflow-standard-rest-predictor-tensorflow-standard.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-19T20:45:36Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-19T20:45:48Z', 'message': 'ReplicaSet "tensorflow-standard-rest-predictor-5cf5fcc4cc" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-19T20:45:48Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-19T20:45:36Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'triton-rest-runtime', 'url': 'http://tensorflow-standard-rest-predictor.tensorflow-standard.svc.cluster.local'}} [ocp_resources InferenceService]
2026-07-19T20:46:00.447561Z [info     ] Wait until InferenceService tensorflow-standard-rest is deleted [ocp_resources InferenceService]
2026-07-19T20:46:00.447704Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:46:01.458564Z [info     ] Elapsed time: 1.004631757736206 [0:00:01.004632] [timeout_sampler]
2026-07-19T20:46:01.458796Z [info     ] Delete ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime]
2026-07-19T20:46:01.468265Z [info     ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-19T20:45:36Z', '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': '2026-07-19T20:45:36Z'}], 'name': 'triton-rest-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '82656', 'uid': '9566f5c4-8ced-4b85-ba18-11dccd3157da'}, '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]
2026-07-19T20:46:01.476027Z [info     ] Wait until ServingRuntime triton-rest-runtime is deleted [ocp_resources ServingRuntime]
2026-07-19T20:46:01.476296Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:46:01.480668Z [info     ] Elapsed time: 4.792213439941406e-05 [0:00:00.000048] [timeout_sampler]
2026-07-19T20:46:01.480804Z [info     ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount]
2026-07-19T20:46:01.488893Z [info     ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '90ab0d41-1293-42fc-8b09-98e8dab455b8', 'resourceVersion': '82667', 'creationTimestamp': '2026-07-19T20:45:36Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-9plwd'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:45:36Z', '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-9plwd"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:45:36Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-9plwd'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-9plwd'}]} [ocp_resources ServiceAccount]
2026-07-19T20:46:01.494375Z [info     ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount]
2026-07-19T20:46:01.494541Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:46:01.498910Z [info     ] Elapsed time: 3.933906555175781e-05 [0:00:00.000039] [timeout_sampler]
2026-07-19T20:46:01.499043Z [info     ] Delete Secret models-bucket-secret [ocp_resources Secret]
2026-07-19T20:46:01.511902Z [info     ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': 'a8db22f8-0a57-44ff-96c2-dcc0e2498406', 'resourceVersion': '82660', 'creationTimestamp': '2026-07-19T20:45:36Z', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-usehttps': '1', 'serving.kserve.io/s3-verifyssl': '0'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-19T20:45:36Z', '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]
2026-07-19T20:46:01.520363Z [info     ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret]
2026-07-19T20:46:01.520577Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:46:01.525051Z [info     ] Elapsed time: 4.38690185546875e-05 [0:00:00.000044] [timeout_sampler]
2026-07-19T20:46:01.540258Z [info     ] Delete Namespace tensorflow-standard [ocp_resources Namespace]
2026-07-19T20:46:01.548518Z [info     ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '07082c0c-4dfe-4560-8d92-a8b3e4273949', 'resourceVersion': '82643', 'creationTimestamp': '2026-07-19T20:45:36Z', '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:c31,c15', 'openshift.io/sa.scc.supplemental-groups': '1000960000/10000', 'openshift.io/sa.scc.uid-range': '1000960000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:45:36Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-19T20:45:36Z', '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': '2026-07-19T20:45:36Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace]
2026-07-19T20:46:01.558106Z [info     ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace]
2026-07-19T20:46:01.558255Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:46:07.593017Z [info     ] Elapsed time: 6.02895712852478 [0:00:06.028957] [timeout_sampler]
2026-07-19T20:46:07.593190Z [info     ] Delete Template triton-rest-runtime-template [ocp_resources Template]
2026-07-19T20:46:07.610114Z [info     ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': '224e50ac-96b7-479c-91eb-7d4a72b50df2', 'resourceVersion': '82621', 'creationTimestamp': '2026-07-19T20:45:36Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-19T20:45:36Z', '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]
2026-07-19T20:46:07.619415Z [info     ] Wait until Template triton-rest-runtime-template is deleted [ocp_resources Template]
2026-07-19T20:46:07.619539Z [info     ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler]
2026-07-19T20:46:07.625203Z [info     ] Elapsed time: 5.245208740234375e-05 [0:00:00.000052] [timeout_sampler]

_ 4 of 4 completed, 4 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _
================= 4 passed, 52 deselected in 372.36s (0:06:12) =================

- generated xml file: /workspace/tests-shared/tests-payload/results/model_runtime-smoke.xml -
================= 4 passed, 52 deselected in 372.37s (0:06:12) =================