--- pytest attempt 2026-07-17T11:38:29.991881+00:00 (/.local/bin/uv --directory /home/odh/opendatahub-tests...) --- 2026-07-17T11:38:31.908310Z [info ] Writing tests log to /home/odh/opendatahub-tests/results/pytest-tests.log [conftest] 2026-07-17T11:38:31.908804Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-17T11:38:31.946270Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-17T11:38:31.963312Z [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 / 49 deselected / 7 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 -------------------------------------------------------- 2026-07-17T11:38:32.147093Z [info ] Executing session fixture: event_loop_policy [conftest] 2026-07-17T11:38:32.147256Z [info ] Executing session fixture: _syrupy_apply_ide_patches [conftest] 2026-07-17T11:38:32.147394Z [info ] Executing session fixture: admin_client [conftest] 2026-07-17T11:38:32.147523Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-17T11:38:32.151039Z [info ] Executing session fixture: dsc_resource [conftest] 2026-07-17T11:38:32.151168Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-17T11:38:32.173880Z [info ] Executing session fixture: tmp_path_factory [conftest] 2026-07-17T11:38:32.174035Z [info ] Executing session fixture: tests_tmp_dir [conftest] 2026-07-17T11:38:32.175109Z [info ] Executing session fixture: os_path_environment [conftest] 2026-07-17T11:38:32.175357Z [info ] Executing session fixture: tmpdir_factory [conftest] 2026-07-17T11:38:32.175498Z [info ] Executing session fixture: bin_directory [conftest] 2026-07-17T11:38:32.176210Z [info ] Executing session fixture: oc_binary_path [conftest] 2026-07-17T11:38:32.179832Z [info ] kind: ConsoleCLIDownload api version: console.openshift.io/v1 [ocp_resources.resource] 2026-07-17T11:38:32.184851Z [info ] All oc console cli download links: ['https://downloads-openshift-console.apps.5b2b5f47-260f-42a5-8258-9145d21ceff6.prod.konfluxeaas.com/amd64/linux/oc.tar'] [utilities.infra] name=utilities.infra 2026-07-17T11:38:32.184936Z [info ] Downloading archive using: url=https://downloads-openshift-console.apps.5b2b5f47-260f-42a5-8258-9145d21ceff6.prod.konfluxeaas.com/amd64/linux/oc.tar [utilities.infra] name=utilities.infra 2026-07-17T11:38:32.185822Z [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.5b2b5f47-260f-42a5-8258-9145d21ceff6.prod.konfluxeaas.com/amd64/linux/oc.tar'}) [timeout_sampler] 2026-07-17T11:38:32.222948Z [info ] Elapsed time: 4.00543212890625e-05 [0:00:00.000040] [timeout_sampler] 2026-07-17T11:38:32.662991Z [info ] Extract the downloaded archive. [utilities.infra] name=utilities.infra 2026-07-17T11:38:32.764251Z [info ] Downloaded file: ['oc']  [utilities.infra] name=utilities.infra 2026-07-17T11:38:32.783483Z [info ] Executing session fixture: bin_directory_to_os_path [conftest] 2026-07-17T11:38:32.782502Z [info ] OC binary path: /tmp/pytest-NUbtohrhD6bufdNHePwVjX/bin0/oc [tests.conftest] name=tests.conftest 2026-07-17T11:38:32.782561Z [info ] Adding /tmp/pytest-NUbtohrhD6bufdNHePwVjX/bin0 to $PATH [tests.conftest] name=tests.conftest 2026-07-17T11:38:32.783843Z [info ] Executing session fixture: nodes [conftest] 2026-07-17T11:38:32.949998Z [info ] Executing session fixture: dsci_resource [conftest] 2026-07-17T11:38:32.950127Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] 2026-07-17T11:38:32.953976Z [info ] Executing session fixture: record_testsuite_property [conftest] 2026-07-17T11:38:32.954100Z [info ] Executing session fixture: junitxml_plugin [conftest] 2026-07-17T11:38:32.954311Z [info ] Executing session fixture: cluster_sanity_scope_session [conftest] 2026-07-17T11:38:32.953454Z [info ] Check cluster sanity.  [utilities.infra] name=utilities.infra 2026-07-17T11:38:32.954523Z [info ] Verify all nodes are in a healthy condition. [ocp_utilities.infra] 2026-07-17T11:38:32.963397Z [info ] Verify all nodes are schedulable. [ocp_utilities.infra] 2026-07-17T11:38:32.972887Z [info ] Waiting for 120 seconds [0:02:00], retry every 5 seconds. (Function: utilities.infra.wait_for_dsci_status_ready Kwargs: {'dsci_resource': }) [timeout_sampler] 2026-07-17T11:38:32.972163Z [info ] Wait for DSCI default-dsci to be in Ready status. [utilities.infra] name=utilities.infra 2026-07-17T11:38:32.973113Z [info ] Get DSCInitialization default-dsci status [ocp_resources DSCInitialization] 2026-07-17T11:38:32.976022Z [info ] Elapsed time: 5.6743621826171875e-05 [0:00:00.000057] [timeout_sampler] 2026-07-17T11:38:32.976157Z [info ] Waiting for 120 seconds [0:02:00], retry every 5 seconds. (Function: utilities.infra.wait_for_dsc_status_ready Kwargs: {'dsc_resource': }) [timeout_sampler] 2026-07-17T11:38:32.975591Z [info ] Wait for DSC default-dsc are Ready. [utilities.infra] name=utilities.infra 2026-07-17T11:38:32.976403Z [info ] Get DataScienceCluster default-dsc status [ocp_resources DataScienceCluster] 2026-07-17T11:38:32.980898Z [info ] Elapsed time: 2.9802322387695312e-05 [0:00:00.000030] [timeout_sampler] 2026-07-17T11:38:32.981016Z [info ] Executing session fixture: autouse_fixtures [conftest] 2026-07-17T11:38:32.981113Z [info ] Executing session fixture: pytestconfig [conftest] 2026-07-17T11:38:32.981214Z [info ] Executing session fixture: aws_access_key_id [conftest] 2026-07-17T11:38:32.981402Z [info ] Executing session fixture: aws_secret_access_key [conftest] 2026-07-17T11:38:32.981518Z [info ] Executing session fixture: ci_s3_bucket_endpoint [conftest] 2026-07-17T11:38:32.981628Z [info ] Executing session fixture: valid_aws_config [conftest] 2026-07-17T11:38:33.033065Z [info ] AWS credentials validated successfully via STS GetCallerIdentity [tests.conftest] name=tests.conftest 2026-07-17T11:38:33.034342Z [info ] Executing session fixture: teardown_resources [conftest] 2026-07-17T11:38:33.034446Z [info ] Executing session fixture: ovms_runtime_image [conftest] 2026-07-17T11:38:33.034545Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-17T11:38:33.045727Z [info ] Executing session fixture: models_s3_bucket_name [conftest] 2026-07-17T11:38:33.045848Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-17T11:38:33.045954Z [info ] Executing session fixture: models_s3_bucket_region [conftest] 2026-07-17T11:38:33.046056Z [info ] Executing session fixture: models_s3_bucket_endpoint [conftest] 2026-07-17T11:38:33.046383Z [info ] Executing session fixture: gpu_count_on_cluster [conftest] 2026-07-17T11:38:33.056911Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T11:38:33.057034Z [info ] Create Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-17T11:38:33.057138Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'onnx-standard-rest'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T11:38:33.075071Z [info ] Wait for Namespace onnx-standard-rest status to be Active [ocp_resources Namespace] 2026-07-17T11:38:33.075190Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T11:38:33.079203Z [info ] Status of Namespace onnx-standard-rest is Active [ocp_resources Namespace] 2026-07-17T11:38:33.079397Z [info ] Elapsed time: 4.410743713378906e-05 [0:00:00.000044] [timeout_sampler] 2026-07-17T11:38:33.079508Z [info ] Executing class fixture: openvino_serving_runtime [conftest] 2026-07-17T11:38:33.110882Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-17T11:38:33.111050Z [info ] Create ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-17T11:38:33.111312Z [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] 2026-07-17T11:38:33.135802Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-17T11:38:33.135940Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T11:38:33.136072Z [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] 2026-07-17T11:38:33.150516Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-17T11:38:33.150656Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T11:38:33.153573Z [info ] Elapsed time: 4.291534423828125e-05 [0:00:00.000043] [timeout_sampler] 2026-07-17T11:38:33.153685Z [info ] Executing class fixture: openvino_model_service_account [conftest] 2026-07-17T11:38:33.153790Z [info ] Create ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T11:38:33.153896Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-17T11:38:33.166163Z [info ] Executing class fixture: openvino_inference_service [conftest] 2026-07-17T11:38:33.170937Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-17T11:38:33.171088Z [info ] Create InferenceService onnx  [ocp_resources InferenceService] 2026-07-17T11:38:33.171304Z [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] 2026-07-17T11:38:33.213191Z [info ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods Kwargs: {'client': , 'isvc': , 'runtime_name': 'openvino-runtime'}) [timeout_sampler] 2026-07-17T11:38:33.212664Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T11:38:34.240028Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T11:38:34.254509Z [info ] Elapsed time: 1.027367353439331 [0:00:01.027367] [timeout_sampler] 2026-07-17T11:38:34.258387Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-17T11:38:34.259210Z [info ] Waiting for 899.9999980926514 seconds [0:14:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'openvino-runtime'}) [timeout_sampler] 2026-07-17T11:38:54.401833Z [info ] Elapsed time: 20.126232624053955 [0:00:20.126233] [timeout_sampler] 2026-07-17T11:38:54.405753Z [info ] Waiting for 878.8074524402618 seconds [0:14:38.807452], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=onnx', 'client': , 'namespace': 'onnx-standard-rest'}) [timeout_sampler] 2026-07-17T11:38:54.405891Z [info ] kind: Deployment api version: apps/v1 [ocp_resources.resource] 2026-07-17T11:38:54.409882Z [info ] Elapsed time: 5.91278076171875e-05 [0:00:00.000059] [timeout_sampler] 2026-07-17T11:38:54.409482Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-17T11:38:54.419279Z [info ] Waiting for 878.7937984466553 seconds [0:14:38.793798], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-17T11:38:54.422121Z [info ] Elapsed time: 5.9604644775390625e-05 [0:00:00.000060] [timeout_sampler] 2026-07-17T11:38:54.422292Z [info ] Wait for Deployment onnx-predictor to be deployed: True [ocp_resources Deployment] 2026-07-17T11:38:54.422437Z [info ] Waiting for 878.7908020019531 seconds [0:14:38.790802], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-17T11:38:54.425582Z [info ] Elapsed time: 2.8133392333984375e-05 [0:00:00.000028] [timeout_sampler] 2026-07-17T11:38:54.425694Z [info ] Waiting for 878.7874755859375 seconds [0:14:38.787476], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-17T11:38:54.428849Z [info ] Elapsed time: 3.457069396972656e-05 [0:00:00.000035] [timeout_sampler] 2026-07-17T11:38:54.428987Z [info ] Wait for InferenceService/onnx's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-17T11:38:54.429122Z [info ] Wait until InferenceService onnx is created [ocp_resources InferenceService] 2026-07-17T11:38:54.429343Z [info ] Waiting for 878.7842216491699 seconds [0:14:38.784222], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T11:38:54.432344Z [info ] Elapsed time: 3.337860107421875e-05 [0:00:00.000033] [timeout_sampler] 2026-07-17T11:38:54.432567Z [info ] Waiting for 878.7807395458221 seconds [0:14:38.780740], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-17T11:38:54.435787Z [info ] Elapsed time: 3.504753112792969e-05 [0:00:00.000035] [timeout_sampler] 2026-07-17T11:38:54.439570Z [info ] Waiting for 878.7736461162567 seconds [0:14:38.773646], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-17T11:38:54.442839Z [info ] Elapsed time: 6.67572021484375e-05 [0:00:00.000067] [timeout_sampler] 2026-07-17T11:38:54.446624Z [info ] Executing class fixture: protocol [conftest] 2026-07-17T11:38:54.446732Z [info ] Executing function fixture: openvino_pod_resource [conftest] 2026-07-17T11:38:54.453157Z [info ] Executing function fixture: snapshot [conftest] 2026-07-17T11:38:54.453705Z [info ] Executing function fixture: openvino_response_snapshot [conftest] 2026-07-17T11:38:54.454537Z [info ] Executing function fixture: model_format [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOpenVINOModels.test_openvino_model_inference[onnx-standard-rest-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-17T11:38:54.578711Z [info ] Delete InferenceService onnx  [ocp_resources InferenceService] 2026-07-17T11:38:54.589646Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'openvino_ir', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-17T11:38:33Z', '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': '2026-07-17T11:38:33Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-17T11:38:33Z'}, {'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': '2026-07-17T11:38:44Z'}], 'name': 'onnx', 'namespace': 'onnx-standard-rest', 'resourceVersion': '65709', 'uid': '52ff687d-1ae8-43d5-97c9-816d59001d52'}, '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': '2026-07-17T11:38:33Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-17T11:38:44Z', 'message': 'ReplicaSet "onnx-predictor-7f7b467c8f" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-17T11:38:44Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-17T11:38:33Z', '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] 2026-07-17T11:38:54.599276Z [info ] Wait until InferenceService onnx is deleted [ocp_resources InferenceService] 2026-07-17T11:38:54.599636Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:38:55.609511Z [info ] Elapsed time: 1.0039420127868652 [0:00:01.003942] [timeout_sampler] 2026-07-17T11:38:55.609778Z [info ] Delete ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-17T11:38:55.619572Z [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': '2026-07-17T11:38:33Z', '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': '2026-07-17T11:38:33Z'}], 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest', 'resourceVersion': '65432', 'uid': '55614087-a93e-44a3-8820-d72308a9dd7c'}, '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] 2026-07-17T11:38:55.626793Z [info ] Wait until ServingRuntime openvino-runtime is deleted [ocp_resources ServingRuntime] 2026-07-17T11:38:55.626922Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:38:55.631008Z [info ] Elapsed time: 3.910064697265625e-05 [0:00:00.000039] [timeout_sampler] 2026-07-17T11:38:55.631211Z [info ] Delete ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T11:38:55.638736Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest', 'uid': '0cd004fb-e7dc-4a6b-9326-d79fe9b75daa', 'resourceVersion': '65444', 'creationTimestamp': '2026-07-17T11:38:33Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'openvino-models-bucket-sa-dockercfg-wr2zd'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T11:38:33Z', '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-wr2zd"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T11:38:33Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'openvino-models-bucket-sa-dockercfg-wr2zd'}], 'imagePullSecrets': [{'name': 'openvino-models-bucket-sa-dockercfg-wr2zd'}]} [ocp_resources ServiceAccount] 2026-07-17T11:38:55.646463Z [info ] Wait until ServiceAccount openvino-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-17T11:38:55.646600Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:38:55.651744Z [info ] Elapsed time: 3.1948089599609375e-05 [0:00:00.000032] [timeout_sampler] 2026-07-17T11:38:55.651866Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T11:38:55.673195Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'onnx-standard-rest', 'uid': '177150ce-fe83-4c75-8941-102e5d1b57da', 'resourceVersion': '65438', 'creationTimestamp': '2026-07-17T11:38:33Z', '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': '2026-07-17T11:38:33Z', '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] 2026-07-17T11:38:55.693342Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-17T11:38:55.693505Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:38:55.700532Z [info ] Elapsed time: 4.6253204345703125e-05 [0:00:00.000046] [timeout_sampler] 2026-07-17T11:38:55.719962Z [info ] Delete Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-17T11:38:55.730771Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'onnx-standard-rest', 'uid': '1bfda88c-2343-4a70-897a-17db5c42f970', 'resourceVersion': '65427', 'creationTimestamp': '2026-07-17T11:38:33Z', 'labels': {'kubernetes.io/metadata.name': 'onnx-standard-rest', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c30,c10', 'openshift.io/sa.scc.supplemental-groups': '1000890000/10000', 'openshift.io/sa.scc.uid-range': '1000890000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T11:38:33Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T11:38:33Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T11:38:33Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-17T11:38:55.741753Z [info ] Wait until Namespace onnx-standard-rest is deleted [ocp_resources Namespace] 2026-07-17T11:38:55.741877Z [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 7 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] 2026-07-17T11:39:02.788703Z [info ] Elapsed time: 7.04046368598938 [0:00:07.040464] [timeout_sampler]  ------------------------------------ test_ovms_smoke_runs_in_openshift[ovms-smoke] ------------------------------------ -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-17T11:39:02.789041Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T11:39:02.789149Z [info ] Create Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-17T11:39:02.789282Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'ovms-smoke'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T11:39:02.808584Z [info ] Wait for Namespace ovms-smoke status to be Active [ocp_resources Namespace] 2026-07-17T11:39:02.808821Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T11:39:02.816820Z [info ] Status of Namespace ovms-smoke is Active [ocp_resources Namespace] 2026-07-17T11:39:02.816969Z [info ] Elapsed time: 3.504753112792969e-05 [0:00:00.000035] [timeout_sampler] 2026-07-17T11:39:02.817090Z [info ] Executing class fixture: ovms_smoke_scripts_configmap [conftest] 2026-07-17T11:39:02.819943Z [info ] Create ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-17T11:39:02.820071Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ConfigMap', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke'}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-17T11:39:02.841881Z [info ] Executing class fixture: ovms_smoke_pod [conftest] 2026-07-17T11:39:02.842008Z [info ] Create Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-17T11:39:02.842136Z [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] 2026-07-17T11:39:02.941199Z [info ] Waiting for OVMS smoke Pod to complete [tests.model_serving.model_runtime.openvino.conftest] name=tests.model_serving.model_runtime.openvino.conftest 2026-07-17T11:39:02.941970Z [info ] Wait for Pod ovms-smoke-pod status to be Succeeded [ocp_resources Pod] 2026-07-17T11:39:02.942103Z [info ] Waiting for 300 seconds [0:05:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T11:39:02.946371Z [info ] Status of Pod ovms-smoke-pod is Pending [ocp_resources Pod] 2026-07-17T11:39:03.953199Z [info ] Status of Pod ovms-smoke-pod is Running [ocp_resources Pod] 2026-07-17T11:39:35.133697Z [info ] Status of Pod ovms-smoke-pod is Succeeded [ocp_resources Pod] 2026-07-17T11:39:35.133846Z [info ] Elapsed time: 32.18398690223694 [0:00:32.183987] [timeout_sampler] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOVMSSmokeInOpenShift.test_ovms_smoke_runs_in_openshift[ovms-smoke] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-17T11:39:35.138660Z [info ] Delete Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-17T11:39:35.161861Z [info ] Deleting {'kind': 'Pod', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke', 'uid': '972acaf8-e46f-4308-b68b-70d1ac40ad74', 'resourceVersion': '66644', 'generation': 1, 'creationTimestamp': '2026-07-17T11:39:02Z', 'labels': {'kyverno-add-imagepullsecret': 'was-here', 'kyverno-replace-image-registry': 'was-here'}, 'annotations': {'k8s.ovn.org/pod-networks': '{"default":{"ip_addresses":["10.134.0.79/23"],"mac_address":"0a:58:0a:86:00:4f","gateway_ips":["10.134.0.1"],"routes":[{"dest":"10.132.0.0/14","nextHop":"10.134.0.1"},{"dest":"172.31.0.0/16","nextHop":"10.134.0.1"},{"dest":"169.254.0.5/32","nextHop":"10.134.0.1"},{"dest":"100.64.0.0/16","nextHop":"10.134.0.1"}],"ip_address":"10.134.0.79/23","gateway_ip":"10.134.0.1","role":"primary"}}', 'k8s.v1.cni.cncf.io/network-status': '[{\n "name": "ovn-kubernetes",\n "interface": "eth0",\n "ips": [\n "10.134.0.79"\n ],\n "mac": "0a:58:0a:86:00:4f",\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': '2026-07-17T11:39:02Z', '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-10-0-138-153', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:02Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.ovn.org/pod-networks': {}}}}, 'subresource': 'status'}, {'manager': 'multus-daemon', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:03Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.v1.cni.cncf.io/network-status': {}}}}, 'subresource': 'status'}, {'manager': 'kubelet', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:34Z', '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":"10.134.0.79"}': {'.': {}, 'f:ip': {}}}, 'f:startTime': {}}}, 'subresource': 'status'}]}, 'spec': {'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts', 'defaultMode': 420}}, {'name': 'kube-api-access-vmczq', '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-vmczq', 'readOnly': True, 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount'}], 'terminationMessagePath': '/dev/termination-log', 'terminationMessagePolicy': 'File', 'imagePullPolicy': 'IfNotPresent', 'securityContext': {'capabilities': {'drop': ['ALL']}, 'runAsUser': 1000900000, 'runAsNonRoot': True, 'allowPrivilegeEscalation': False, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'terminationGracePeriodSeconds': 30, 'dnsPolicy': 'ClusterFirst', 'serviceAccountName': 'default', 'serviceAccount': 'default', 'nodeName': 'ip-10-0-138-153.ec2.internal', 'securityContext': {'seLinuxOptions': {'level': 's0:c30,c15'}, 'seccompProfile': {'type': 'RuntimeDefault'}}, 'imagePullSecrets': [{'name': 'default-dockercfg-ns8mz'}, {'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': '2026-07-17T11:39:34Z'}, {'type': 'Initialized', 'observedGeneration': 1, 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-17T11:39:02Z', 'reason': 'PodCompleted'}, {'type': 'Ready', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-17T11:39:33Z', 'reason': 'PodCompleted'}, {'type': 'ContainersReady', 'observedGeneration': 1, 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-17T11:39:33Z', 'reason': 'PodCompleted'}, {'type': 'PodScheduled', 'observedGeneration': 1, 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-17T11:39:02Z'}], 'hostIP': '10.0.138.153', 'hostIPs': [{'ip': '10.0.138.153'}], 'podIP': '10.134.0.79', 'podIPs': [{'ip': '10.134.0.79'}], 'startTime': '2026-07-17T11:39:02Z', 'containerStatuses': [{'name': 'ovms-smoke', 'state': {'terminated': {'exitCode': 0, 'reason': 'Completed', 'startedAt': '2026-07-17T11:39:03Z', 'finishedAt': '2026-07-17T11:39:32Z', 'containerID': 'cri-o://505e95f87e7bbb0eb107656a039fc7c04700ddb8e48ec2f735e1d1ae41b43f3f'}}, '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://505e95f87e7bbb0eb107656a039fc7c04700ddb8e48ec2f735e1d1ae41b43f3f', 'started': False, 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}, {'name': 'kube-api-access-vmczq', 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}], 'user': {'linux': {'uid': 1000900000, 'gid': 0, 'supplementalGroups': [0]}}}], 'qosClass': 'BestEffort'}} [ocp_resources Pod] 2026-07-17T11:39:35.175527Z [info ] Wait until Pod ovms-smoke-pod is deleted [ocp_resources Pod] 2026-07-17T11:39:35.175645Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:39:35.179749Z [info ] Elapsed time: 3.457069396972656e-05 [0:00:00.000035] [timeout_sampler] 2026-07-17T11:39:35.179974Z [info ] Delete ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-17T11:39:35.191332Z [info ] Deleting {'kind': 'ConfigMap', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke', 'uid': 'd4d45587-8ecb-4deb-9e17-0b7556efbd0d', 'resourceVersion': '66080', 'creationTimestamp': '2026-07-17T11:39:02Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:02Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:ovms_smoketest.py': {}, 'f:smoke.py': {}}}}]}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-17T11:39:35.198408Z [info ] Wait until ConfigMap ovms-smoke-scripts is deleted [ocp_resources ConfigMap] 2026-07-17T11:39:35.198523Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:39:35.203971Z [info ] Elapsed time: 4.8160552978515625e-05 [0:00:00.000048] [timeout_sampler] 2026-07-17T11:39:35.208248Z [info ] Delete Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-17T11:39:35.222196Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke', 'uid': '6cfc87f1-9b0d-4ec6-bd44-831a33158ab9', 'resourceVersion': '66086', 'creationTimestamp': '2026-07-17T11:39:02Z', 'labels': {'kubernetes.io/metadata.name': 'ovms-smoke', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c30,c15', 'openshift.io/sa.scc.supplemental-groups': '1000900000/10000', 'openshift.io/sa.scc.uid-range': '1000900000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:02Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:02Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:02Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-17T11:39:35.233034Z [info ] Wait until Namespace ovms-smoke is deleted [ocp_resources Namespace] 2026-07-17T11:39:35.233177Z [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 7 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] 2026-07-17T11:39:42.274454Z [info ] Elapsed time: 7.035764932632446 [0:00:07.035765] [timeout_sampler]  ------------------------------------- test_triton_grpc_inference[tensorflow-grpc] ------------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-17T11:39:42.278961Z [info ] Executing session fixture: root_dir [conftest] 2026-07-17T11:39:42.279092Z [info ] Executing session fixture: triton_runtime_image [conftest] 2026-07-17T11:39:42.279206Z [info ] Executing session fixture: supported_accelerator_type [conftest] 2026-07-17T11:39:42.279737Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-17T11:39:42.279871Z [info ] Executing class fixture: triton_grpc_serving_runtime_template [conftest] 2026-07-17T11:39:42.279986Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-17T11:39:42.280087Z [info ] Create Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-17T11:39:42.280234Z [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] 2026-07-17T11:39:42.303521Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T11:39:42.303648Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-17T11:39:42.303766Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T11:39:42.323542Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-17T11:39:42.323668Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T11:39:42.327534Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-17T11:39:42.327649Z [info ] Elapsed time: 6.365776062011719e-05 [0:00:00.000064] [timeout_sampler] 2026-07-17T11:39:42.327762Z [info ] Executing class fixture: protocol [conftest] 2026-07-17T11:39:42.327863Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-17T11:39:42.344845Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-17T11:39:42.344997Z [info ] Create ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-17T11:39:42.345143Z [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] 2026-07-17T11:39:42.384293Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-17T11:39:42.384485Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T11:39:42.384725Z [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] 2026-07-17T11:39:42.410357Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-17T11:39:42.410473Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T11:39:42.418775Z [info ] Elapsed time: 3.933906555175781e-05 [0:00:00.000039] [timeout_sampler] 2026-07-17T11:39:42.418899Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-17T11:39:42.419022Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T11:39:42.419124Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-17T11:39:42.432216Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-17T11:39:42.437412Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-17T11:39:42.437532Z [info ] Create InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-17T11:39:42.437654Z [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] 2026-07-17T11:39:42.505860Z [info ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-grpc-runtime'}) [timeout_sampler] 2026-07-17T11:39:42.505415Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T11:39:43.594325Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T11:39:43.609418Z [info ] Elapsed time: 1.0889337062835693 [0:00:01.088934] [timeout_sampler] 2026-07-17T11:39:43.613417Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-17T11:39:43.614111Z [info ] Waiting for 599.9999959468842 seconds [0:09:59.999996], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-grpc-runtime'}) [timeout_sampler] 2026-07-17T11:43:34.168590Z [info ] Elapsed time: 230.5356273651123 [0:03:50.535627] [timeout_sampler] 2026-07-17T11:43:34.172349Z [info ] Waiting for 368.33369636535645 seconds [0:06:08.333696], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=tensorflow-standard-grpc', 'client': , 'namespace': 'tensorflow-standard'}) [timeout_sampler] 2026-07-17T11:43:34.176680Z [info ] Elapsed time: 8.511543273925781e-05 [0:00:00.000085] [timeout_sampler] 2026-07-17T11:43:34.176193Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-17T11:43:34.189284Z [info ] Waiting for 368.316689491272 seconds [0:06:08.316689], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-17T11:43:34.193032Z [info ] Elapsed time: 7.867813110351562e-05 [0:00:00.000079] [timeout_sampler] 2026-07-17T11:43:34.193151Z [info ] Wait for Deployment tensorflow-standard-grpc-predictor to be deployed: True [ocp_resources Deployment] 2026-07-17T11:43:34.193285Z [info ] Waiting for 368.31290578842163 seconds [0:06:08.312906], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-17T11:43:34.200477Z [info ] Elapsed time: 3.743171691894531e-05 [0:00:00.000037] [timeout_sampler] 2026-07-17T11:43:34.200644Z [info ] Waiting for 368.3053779602051 seconds [0:06:08.305378], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-17T11:43:34.205165Z [info ] Elapsed time: 4.0531158447265625e-05 [0:00:00.000041] [timeout_sampler] 2026-07-17T11:43:34.205325Z [info ] Wait for InferenceService/tensorflow-standard-grpc's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-17T11:43:34.205430Z [info ] Wait until InferenceService tensorflow-standard-grpc is created [ocp_resources InferenceService] 2026-07-17T11:43:34.205542Z [info ] Waiting for 368.30072689056396 seconds [0:06:08.300727], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T11:43:34.209057Z [info ] Elapsed time: 2.86102294921875e-05 [0:00:00.000029] [timeout_sampler] 2026-07-17T11:43:34.209218Z [info ] Waiting for 368.29678606987 seconds [0:06:08.296786], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-17T11:43:34.212629Z [info ] Elapsed time: 3.719329833984375e-05 [0:00:00.000037] [timeout_sampler] 2026-07-17T11:43:34.216516Z [info ] Waiting for 368.2894215583801 seconds [0:06:08.289422], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-17T11:43:34.219908Z [info ] Elapsed time: 6.127357482910156e-05 [0:00:00.000061] [timeout_sampler] 2026-07-17T11:43:34.223884Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-17T11:43:34.260530Z [info ] Executing function fixture: snapshot [conftest] 2026-07-17T11:43:34.260660Z [info ] Executing function fixture: triton_response_snapshot [conftest] 2026-07-17T11:43:34.260768Z [info ] Executing function fixture: model_name [conftest] 2026-07-17T11:43:34.260886Z [info ] Executing function fixture: input_path [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestTritonGRPC.test_triton_grpc_inference[tensorflow-grpc] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-17T11:43:37.008070Z [info ] Delete InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-17T11:43:37.019070Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-17T11:39:42Z', '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': '2026-07-17T11:39:42Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-17T11:39:42Z'}, {'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': '2026-07-17T11:43:33Z'}], 'name': 'tensorflow-standard-grpc', 'namespace': 'tensorflow-standard', 'resourceVersion': '70311', 'uid': '1c079d84-9188-4478-b801-1d05841a7f85'}, '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': '2026-07-17T11:39:42Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-17T11:43:33Z', 'message': 'ReplicaSet "tensorflow-standard-grpc-predictor-746c78fcb4" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-17T11:43:33Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-17T11:39:42Z', '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] 2026-07-17T11:43:37.027548Z [info ] Wait until InferenceService tensorflow-standard-grpc is deleted [ocp_resources InferenceService] 2026-07-17T11:43:37.027706Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:43:38.037137Z [info ] Elapsed time: 1.0035576820373535 [0:00:01.003558] [timeout_sampler] 2026-07-17T11:43:38.037325Z [info ] Delete ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-17T11:43:38.046043Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-17T11:39:42Z', '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': '2026-07-17T11:39:42Z'}], 'name': 'triton-grpc-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '66807', 'uid': '30500996-f8dd-4ece-ba2b-fc47015fa332'}, '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] 2026-07-17T11:43:38.051955Z [info ] Wait until ServingRuntime triton-grpc-runtime is deleted [ocp_resources ServingRuntime] 2026-07-17T11:43:38.052122Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:43:38.055634Z [info ] Elapsed time: 4.863739013671875e-05 [0:00:00.000049] [timeout_sampler] 2026-07-17T11:43:38.055788Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T11:43:38.062575Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '0211f23f-f77b-4d2d-b381-fbcd237678bc', 'resourceVersion': '66829', 'creationTimestamp': '2026-07-17T11:39:42Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-ggvss'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:42Z', '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-ggvss"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:42Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-ggvss'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-ggvss'}]} [ocp_resources ServiceAccount] 2026-07-17T11:43:38.074938Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-17T11:43:38.075079Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:43:38.081509Z [info ] Elapsed time: 4.1484832763671875e-05 [0:00:00.000041] [timeout_sampler] 2026-07-17T11:43:38.081776Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T11:43:38.096798Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': 'aff9e373-5a4f-4b0e-9202-fbea570d70b8', 'resourceVersion': '66819', 'creationTimestamp': '2026-07-17T11:39:42Z', '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': '2026-07-17T11:39:42Z', '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] 2026-07-17T11:43:38.108019Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-17T11:43:38.108248Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:43:38.112528Z [info ] Elapsed time: 4.792213439941406e-05 [0:00:00.000048] [timeout_sampler] 2026-07-17T11:43:38.126758Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-17T11:43:38.135474Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '34bd0dc7-cb91-4fb5-bb5d-ec03b22e3d00', 'resourceVersion': '66820', 'creationTimestamp': '2026-07-17T11:39:42Z', 'labels': {'kubernetes.io/metadata.name': 'tensorflow-standard', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c30,c20', 'openshift.io/sa.scc.supplemental-groups': '1000910000/10000', 'openshift.io/sa.scc.uid-range': '1000910000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:42Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}, {'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:42Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T11:39:42Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-17T11:43:38.144992Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-17T11:43:38.145145Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:43:45.182358Z [info ] Elapsed time: 7.032120227813721 [0:00:07.032120] [timeout_sampler] 2026-07-17T11:43:45.182512Z [info ] Delete Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-17T11:43:45.198443Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'e7933715-43b9-40af-a7a7-d294395c7204', 'resourceVersion': '66795', 'creationTimestamp': '2026-07-17T11:39:42Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-17T11:39:42Z', '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] 2026-07-17T11:43:45.208203Z [info ] Wait until Template triton-grpc-runtime-template is deleted [ocp_resources Template] 2026-07-17T11:43:45.208376Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 3 of 7 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] 2026-07-17T11:43:45.219488Z [info ] Elapsed time: 3.4332275390625e-05 [0:00:00.000034] [timeout_sampler]  ------------------------------------- test_triton_rest_inference[tensorflow-rest] ------------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-17T11:43:45.220120Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-17T11:43:45.220300Z [info ] Executing class fixture: triton_rest_serving_runtime_template [conftest] 2026-07-17T11:43:45.220409Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-17T11:43:45.220526Z [info ] Create Template triton-rest-runtime-template [ocp_resources Template] 2026-07-17T11:43:45.220638Z [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] 2026-07-17T11:43:45.239216Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T11:43:45.239439Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-17T11:43:45.239578Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T11:43:45.259584Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-17T11:43:45.259801Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T11:43:45.265934Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-17T11:43:45.266071Z [info ] Elapsed time: 5.221366882324219e-05 [0:00:00.000052] [timeout_sampler] 2026-07-17T11:43:45.266288Z [info ] Executing class fixture: protocol [conftest] 2026-07-17T11:43:45.266396Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-17T11:43:45.293426Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-17T11:43:45.293563Z [info ] Create ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-17T11:43:45.293675Z [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] 2026-07-17T11:43:45.332560Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-17T11:43:45.332717Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T11:43:45.332949Z [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] 2026-07-17T11:43:45.367593Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-17T11:43:45.367728Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T11:43:45.375085Z [info ] Elapsed time: 6.747245788574219e-05 [0:00:00.000067] [timeout_sampler] 2026-07-17T11:43:45.375293Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-17T11:43:45.375417Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T11:43:45.375598Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-17T11:43:45.388622Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-17T11:43:45.394386Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-17T11:43:45.394507Z [info ] Create InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-17T11:43:45.394668Z [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] 2026-07-17T11:43:45.509057Z [info ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler] 2026-07-17T11:43:45.508509Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T11:43:46.515272Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T11:43:46.541788Z [info ] Elapsed time: 1.0068819522857666 [0:00:01.006882] [timeout_sampler] 2026-07-17T11:43:46.545376Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-17T11:43:46.546163Z [info ] Waiting for 599.9999525547028 seconds [0:09:59.999953], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler] 2026-07-17T11:44:06.697943Z [info ] Elapsed time: 20.135401010513306 [0:00:20.135401] [timeout_sampler] 2026-07-17T11:44:06.701279Z [info ] Waiting for 578.8075850009918 seconds [0:09:38.807585], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=tensorflow-standard-rest', 'client': , 'namespace': 'tensorflow-standard'}) [timeout_sampler] 2026-07-17T11:44:06.705348Z [info ] Elapsed time: 8.249282836914062e-05 [0:00:00.000082] [timeout_sampler] 2026-07-17T11:44:06.704923Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-17T11:44:06.715162Z [info ] Waiting for 578.7936198711395 seconds [0:09:38.793620], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-17T11:44:06.718403Z [info ] Elapsed time: 7.462501525878906e-05 [0:00:00.000075] [timeout_sampler] 2026-07-17T11:44:06.718519Z [info ] Wait for Deployment tensorflow-standard-rest-predictor to be deployed: True [ocp_resources Deployment] 2026-07-17T11:44:06.718619Z [info ] Waiting for 578.790361404419 seconds [0:09:38.790361], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-17T11:44:06.721189Z [info ] Elapsed time: 3.504753112792969e-05 [0:00:00.000035] [timeout_sampler] 2026-07-17T11:44:06.721380Z [info ] Waiting for 578.7875106334686 seconds [0:09:38.787511], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-17T11:44:06.724545Z [info ] Elapsed time: 3.7670135498046875e-05 [0:00:00.000038] [timeout_sampler] 2026-07-17T11:44:06.724663Z [info ] Wait for InferenceService/tensorflow-standard-rest's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-17T11:44:06.724774Z [info ] Wait until InferenceService tensorflow-standard-rest is created [ocp_resources InferenceService] 2026-07-17T11:44:06.724900Z [info ] Waiting for 578.7841634750366 seconds [0:09:38.784163], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T11:44:06.728175Z [info ] Elapsed time: 2.7418136596679688e-05 [0:00:00.000027] [timeout_sampler] 2026-07-17T11:44:06.728316Z [info ] Waiting for 578.7805676460266 seconds [0:09:38.780568], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-17T11:44:06.731991Z [info ] Elapsed time: 4.482269287109375e-05 [0:00:00.000045] [timeout_sampler] 2026-07-17T11:44:06.734917Z [info ] Waiting for 578.7736880779266 seconds [0:09:38.773688], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-17T11:44:06.738245Z [info ] Elapsed time: 4.482269287109375e-05 [0:00:00.000045] [timeout_sampler] 2026-07-17T11:44:06.743321Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-17T11:44:06.750938Z [info ] Executing function fixture: snapshot [conftest] 2026-07-17T11:44:06.751447Z [info ] Executing function fixture: triton_response_snapshot [conftest] 2026-07-17T11:44:06.752410Z [info ] Executing function fixture: model_name [conftest] 2026-07-17T11:44:06.752518Z [info ] Executing function fixture: input_path [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestTritonREST.test_triton_rest_inference[tensorflow-rest] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-17T11:44:09.706936Z [info ] Delete InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-17T11:44:09.718199Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-17T11:43:45Z', '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': '2026-07-17T11:43:45Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-17T11:43:45Z'}, {'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': '2026-07-17T11:43:57Z'}], 'name': 'tensorflow-standard-rest', 'namespace': 'tensorflow-standard', 'resourceVersion': '70901', 'uid': '2938b12f-b93a-404a-9fa6-76eb0d74eab5'}, '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': '2026-07-17T11:43:45Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-17T11:43:57Z', 'message': 'ReplicaSet "tensorflow-standard-rest-predictor-5cf5fcc4cc" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-17T11:43:57Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-17T11:43:45Z', '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] 2026-07-17T11:44:09.726770Z [info ] Wait until InferenceService tensorflow-standard-rest is deleted [ocp_resources InferenceService] 2026-07-17T11:44:09.726931Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:44:10.736096Z [info ] Elapsed time: 1.0038952827453613 [0:00:01.003895] [timeout_sampler] 2026-07-17T11:44:10.736370Z [info ] Delete ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-17T11:44:10.745142Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-17T11:43:45Z', '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': '2026-07-17T11:43:45Z'}], 'name': 'triton-rest-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '70613', 'uid': '708e992b-6885-485c-85e5-f39d875aaa7e'}, '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] 2026-07-17T11:44:10.751199Z [info ] Wait until ServingRuntime triton-rest-runtime is deleted [ocp_resources ServingRuntime] 2026-07-17T11:44:10.751359Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:44:10.755568Z [info ] Elapsed time: 3.4332275390625e-05 [0:00:00.000034] [timeout_sampler] 2026-07-17T11:44:10.755743Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T11:44:10.762705Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '05c6e8b9-2051-4a13-9be0-c3d12a20d318', 'resourceVersion': '70624', 'creationTimestamp': '2026-07-17T11:43:45Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-smwcs'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T11:43:45Z', '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-smwcs"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-17T11:43:45Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-smwcs'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-smwcs'}]} [ocp_resources ServiceAccount] 2026-07-17T11:44:10.768932Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-17T11:44:10.769120Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:44:10.772979Z [info ] Elapsed time: 5.2928924560546875e-05 [0:00:00.000053] [timeout_sampler] 2026-07-17T11:44:10.773111Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T11:44:10.784924Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': '84e657d0-c1be-4680-bd8f-b784f1056e39', 'resourceVersion': '70620', 'creationTimestamp': '2026-07-17T11:43:45Z', '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': '2026-07-17T11:43:45Z', '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] 2026-07-17T11:44:10.797270Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-17T11:44:10.797391Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:44:10.803517Z [info ] Elapsed time: 5.698204040527344e-05 [0:00:00.000057] [timeout_sampler] 2026-07-17T11:44:10.816510Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-17T11:44:10.824826Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': 'd21050a5-c9d1-47f9-9af4-ef7d4f723b0a', 'resourceVersion': '70603', 'creationTimestamp': '2026-07-17T11:43:45Z', 'labels': {'kubernetes.io/metadata.name': 'tensorflow-standard', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c30,c25', 'openshift.io/sa.scc.supplemental-groups': '1000920000/10000', 'openshift.io/sa.scc.uid-range': '1000920000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'cluster-policy-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-17T11:43:45Z', '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': '2026-07-17T11:43:45Z', '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': '2026-07-17T11:43:45Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-17T11:44:10.835336Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-17T11:44:10.835463Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-17T11:44:17.871407Z [info ] Elapsed time: 7.03066349029541 [0:00:07.030663] [timeout_sampler] 2026-07-17T11:44:17.871564Z [info ] Delete Template triton-rest-runtime-template [ocp_resources Template] 2026-07-17T11:44:17.884489Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': '391780c4-7d8a-445d-972f-558e54a54ed4', 'resourceVersion': '70583', 'creationTimestamp': '2026-07-17T11:43:45Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-17T11:43:45Z', '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] 2026-07-17T11:44:17.893724Z [info ] Wait until Template triton-rest-runtime-template is deleted [ocp_resources Template] 2026-07-17T11:44:17.893864Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 4 of 7 completed, 4 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/vllm/cpu/cpu_x86/test_vllm_cpu_s3_inference.py::TestVllmCpuX86S3Inference::test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] 2026-07-17T11:44:17.900117Z [info ] Elapsed time: 3.600120544433594e-05 [0:00:00.000036] [timeout_sampler]  ----------------------------- test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-17T11:44:17.903020Z [info ] Executing session fixture: skip_if_no_supported_cpu_x86_accelerator_type [conftest] 2026-07-17T11:44:17.903168Z [info ] Executing session fixture: vllm_runtime_image [conftest] 2026-07-17T11:44:17.903375Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-17T11:44:17.903580Z [info ] Executing session fixture: registry_pull_secret [conftest] 2026-07-17T11:44:17.903716Z [info ] Executing session fixture: registry_host [conftest] 2026-07-17T11:44:17.903828Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-17T11:44:17.903927Z [info ] Create Namespace opt-125m-standard-cpu [ocp_resources Namespace] 2026-07-17T11:44:17.904027Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-standard-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-17T11:44:17.919405Z [info ] Wait for Namespace opt-125m-standard-cpu status to be Active [ocp_resources Namespace] 2026-07-17T11:44:17.919529Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-17T11:44:17.931567Z [info ] Status of Namespace opt-125m-standard-cpu is Active [ocp_resources Namespace] 2026-07-17T11:44:17.931690Z [info ] Elapsed time: 3.266334533691406e-05 [0:00:00.000033] [timeout_sampler] 2026-07-17T11:44:17.931815Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-17T11:44:17.931924Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-17T11:44:17.959044Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-17T11:44:17.959182Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-17T11:44:17.959359Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'vllm-runtime', 'namespace': 'opt-125m-standard-cpu'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'vllm', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8080'}, 'containers': [{'args': ['--port=8080', '--model=/mnt/models', '--served-model-name={{.Name}}'], 'command': ['python', '-m', 'vllm.entrypoints.openai.api_server'], 'env': [{'name': 'HF_HOME', 'value': '/tmp/hf_home'}], 'image': 'registry.redhat.io/rhaii-early-access/vllm-cpu-rhel9@sha256:f7d3636e1bafd71bdf1f4a8b6818d9e00b7c64516ed4e732e942514a60ecd680', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}]}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-17T11:44:17.977550Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-17T11:44:17.977677Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-17T11:44:17.977832Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'opt-125m-standard-cpu'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-17T11:44:18.003618Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-17T11:44:18.003751Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-17T11:44:18.007037Z [info ] Elapsed time: 5.054473876953125e-05 [0:00:00.000051] [timeout_sampler] 2026-07-17T11:44:18.007163Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-17T11:44:18.007305Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-17T11:44:18.007436Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-standard-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-17T11:44:18.018469Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-17T11:44:18.018591Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-17T11:44:18.025213Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-17T11:44:18.025395Z [info ] Create InferenceService opt-125m-standard-cpu [ocp_resources InferenceService] 2026-07-17T11:44:18.025527Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'opt-125m-standard-cpu', 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'opt-125m-standard-cpu'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'vLLM'}, 'version': None, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'resources': {'requests': {'cpu': '8', 'memory': '10Gi'}, 'limits': {'cpu': '16', 'memory': '16Gi'}}, 'volumeMounts': [{'name': 'shared-memory', 'mountPath': '/dev/shm'}, {'name': 'tmp', 'mountPath': '/tmp'}, {'name': 'home', 'mountPath': '/home/vllm'}], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}]}, 'minReplicas': 1, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'name': 'shared-memory', 'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}}, {'name': 'tmp', 'emptyDir': {}}, {'name': 'home', 'emptyDir': {}}]}}} [ocp_resources InferenceService] 2026-07-17T11:44:18.093741Z [info ] Waiting for 30 seconds [0:00:30], retry every 1 seconds. (Function: utilities.infra.wait_for_isvc_pods Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-17T11:44:18.093261Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T11:44:19.194822Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-17T11:44:19.221902Z [info ] Elapsed time: 1.1016616821289062 [0:00:01.101662] [timeout_sampler] 2026-07-17T11:44:19.234376Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-17T11:44:19.234981Z [info ] Waiting for 1199.99999833107 seconds [0:19:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler]