--- pytest attempt 2026-07-12T20:27:16.594530+00:00 (/.local/bin/uv --directory /home/odh/opendatahub-tests...) --- 2026-07-12T20:27:18.603333Z [info ] Writing tests log to /home/odh/opendatahub-tests/results/pytest-tests.log [conftest] 2026-07-12T20:27:18.603801Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( 2026-07-12T20:27:18.742253Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( 2026-07-12T20:27:18.811702Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( ============================= test session starts ============================== platform linux -- Python 3.14.6, pytest-9.1.1, pluggy-1.6.0 -- /home/odh/opendatahub-tests/.venv/bin/python3 cachedir: .pytest_cache metadata: {'Python': '3.14.6', 'Platform': 'Linux-5.14.0-570.120.1.el9_6.x86_64-x86_64-with-glibc2.42', 'Packages': {'pytest': '9.1.1', 'pluggy': '1.6.0'}, 'Plugins': {'anyio': '4.14.0', 'langsmith': '0.9.0', 'asyncio': '1.4.0', 'dependency': '0.6.1', 'html': '4.2.0', 'metadata': '3.1.1', 'order': '1.5.0', 'progress': '1.4.0', 'testconfig': '0.2.0', 'xdist': '3.8.0', 'syrupy': '5.3.2'}} rootdir: /home/odh/opendatahub-tests configfile: pytest.ini plugins: anyio-4.14.0, langsmith-0.9.0, asyncio-1.4.0, dependency-0.6.1, html-4.2.0, metadata-3.1.1, order-1.5.0, progress-1.4.0, testconfig-0.2.0, xdist-3.8.0, syrupy-5.3.2 asyncio: mode=Mode.STRICT, debug=False, asyncio_default_fixture_loop_scope=None, asyncio_default_test_loop_scope=function collecting ... collected 56 items / 48 deselected / 8 selected tests/model_serving/model_runtime/mlserver/model_car/test_mlserver_model_car.py::TestMLServerModelCar::test_mlserver_model_car_inference[sklearn-modelcar-standard]  ----------------------------- test_mlserver_model_car_inference[sklearn-modelcar-standard] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-12T20:27:19.022095Z [info ] Executing session fixture: event_loop_policy [conftest] 2026-07-12T20:27:19.024238Z [info ] Executing session fixture: _syrupy_apply_ide_patches [conftest] 2026-07-12T20:27:19.025598Z [info ] Executing session fixture: admin_client [conftest] 2026-07-12T20:27:19.025778Z [info ] Trying to get client via new_client_from_config [ocp_resources.resource] 2026-07-12T20:27:19.025956Z [info ] Executing session fixture: dsc_resource [conftest] 2026-07-12T20:27:19.026130Z [info ] kind: DataScienceCluster api version: datasciencecluster.opendatahub.io/v2 [ocp_resources.resource] 2026-07-12T20:27:19.084706Z [info ] Executing session fixture: tmp_path_factory [conftest] 2026-07-12T20:27:19.085214Z [info ] Executing session fixture: tests_tmp_dir [conftest] 2026-07-12T20:27:19.085776Z [info ] Executing session fixture: os_path_environment [conftest] 2026-07-12T20:27:19.085930Z [info ] Executing session fixture: tmpdir_factory [conftest] 2026-07-12T20:27:19.086085Z [info ] Executing session fixture: bin_directory [conftest] 2026-07-12T20:27:19.087085Z [info ] Executing session fixture: oc_binary_path [conftest] 2026-07-12T20:27:19.131624Z [info ] kind: ConsoleCLIDownload api version: console.openshift.io/v1 [ocp_resources.resource] 2026-07-12T20:27:19.156560Z [info ] All oc console cli download links: ['https://downloads-openshift-console.apps.ods-qe-psi-07.osp.rh-ods.com/amd64/linux/oc.tar'] [utilities.infra] name=utilities.infra 2026-07-12T20:27:19.156742Z [info ] Downloading archive using: url=https://downloads-openshift-console.apps.ods-qe-psi-07.osp.rh-ods.com/amd64/linux/oc.tar [utilities.infra] name=utilities.infra 2026-07-12T20:27:19.159443Z [info ] Waiting for 120 seconds [0:02:00], retry every 10 seconds. (Function: utilities.infra._download_with_retry Kwargs: {'url': 'https://downloads-openshift-console.apps.ods-qe-psi-07.osp.rh-ods.com/amd64/linux/oc.tar'}) [timeout_sampler] 2026-07-12T20:27:19.205381Z [info ] Elapsed time: 9.34600830078125e-05 [0:00:00.000093] [timeout_sampler] 2026-07-12T20:27:43.024314Z [info ] Extract the downloaded archive. [utilities.infra] name=utilities.infra 2026-07-12T20:27:43.158809Z [info ] Downloaded file: ['oc']  [utilities.infra] name=utilities.infra 2026-07-12T20:27:43.386540Z [info ] Executing session fixture: bin_directory_to_os_path [conftest] 2026-07-12T20:27:43.384301Z [info ] OC binary path: /tmp/pytest-kdVExZhQJHWvSLYJyje8Je/bin0/oc [tests.conftest] name=tests.conftest 2026-07-12T20:27:43.384377Z [info ] Adding /tmp/pytest-kdVExZhQJHWvSLYJyje8Je/bin0 to $PATH [tests.conftest] name=tests.conftest 2026-07-12T20:27:43.387012Z [info ] Executing session fixture: nodes [conftest] 2026-07-12T20:27:44.333499Z [info ] Executing session fixture: dsci_resource [conftest] 2026-07-12T20:27:44.333666Z [info ] kind: DSCInitialization api version: dscinitialization.opendatahub.io/v2 [ocp_resources.resource] 2026-07-12T20:27:44.348980Z [info ] Executing session fixture: record_testsuite_property [conftest] 2026-07-12T20:27:44.349191Z [info ] Executing session fixture: junitxml_plugin [conftest] 2026-07-12T20:27:44.349332Z [info ] Executing session fixture: cluster_sanity_scope_session [conftest] 2026-07-12T20:27:44.348427Z [info ] Check cluster sanity.  [utilities.infra] name=utilities.infra 2026-07-12T20:27:44.349588Z [info ] Verify all nodes are in a healthy condition. [ocp_utilities.infra] 2026-07-12T20:27:44.457823Z [info ] Verify all nodes are schedulable. [ocp_utilities.infra] 2026-07-12T20:27:44.564924Z [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] 2026-07-12T20:27:44.564450Z [info ] Wait for DSCI default-dsci to be in Ready status. [utilities.infra] name=utilities.infra 2026-07-12T20:27:44.565252Z [info ] Get DSCInitialization default-dsci status [ocp_resources DSCInitialization] 2026-07-12T20:27:44.577731Z [info ] Elapsed time: 7.915496826171875e-05 [0:00:00.000079] [timeout_sampler] 2026-07-12T20:27:44.577870Z [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] 2026-07-12T20:27:44.577270Z [info ] Wait for DSC default-dsc are Ready. [utilities.infra] name=utilities.infra 2026-07-12T20:27:44.578201Z [info ] Get DataScienceCluster default-dsc status [ocp_resources DataScienceCluster] 2026-07-12T20:27:44.595956Z [info ] Elapsed time: 3.4332275390625e-05 [0:00:00.000034] [timeout_sampler] 2026-07-12T20:27:44.596108Z [info ] Executing session fixture: autouse_fixtures [conftest] 2026-07-12T20:27:44.596305Z [info ] Executing session fixture: pytestconfig [conftest] 2026-07-12T20:27:44.596455Z [info ] Executing session fixture: teardown_resources [conftest] 2026-07-12T20:27:44.596659Z [info ] Executing session fixture: mlserver_runtime_image [conftest] 2026-07-12T20:27:44.596799Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-12T20:27:44.596909Z [info ] Create Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-12T20:27:44.597009Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'sklearn-modelcar'}, 'spec': {}} [ocp_resources Namespace] 2026-07-12T20:27:44.641401Z [info ] Wait for Namespace sklearn-modelcar status to be Active [ocp_resources Namespace] 2026-07-12T20:27:44.641559Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-12T20:27:44.654675Z [info ] Status of Namespace sklearn-modelcar is Active [ocp_resources Namespace] 2026-07-12T20:27:44.654815Z [info ] Elapsed time: 4.9114227294921875e-05 [0:00:00.000049] [timeout_sampler] 2026-07-12T20:27:44.654930Z [info ] Executing class fixture: mlserver_serving_runtime [conftest] 2026-07-12T20:27:44.655044Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-12T20:27:44.762909Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-12T20:27:44.763160Z [info ] Create ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-12T20:27:44.763348Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': '1.7.1', 'openshift.io/display-name': 'MLServer ServingRuntime for KServe', 'serving.kserve.io/server-type': 'mlserver'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar'}, 'spec': {'annotations': {'monitoring.opendatahub.io/scrape': 'true', 'opendatahub.io/kserve-runtime': 'mlserver', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8082'}, 'containers': [{'env': [{'name': 'MLSERVER_MODEL_IMPLEMENTATION', 'value': '{{.Labels.modelClass}}'}, {'name': 'MLSERVER_HTTP_PORT', 'value': '8080'}, {'name': 'MLSERVER_MODELS_DIR', 'value': '/mnt/models'}], 'image': 'registry.redhat.io/rhoai/odh-mlserver-rhel9@sha256:bd383f9ea096c157352344018911847d7bfcc53a380091605edb1f474625e2af', 'livenessProbe': {'failureThreshold': 6, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 20, 'periodSeconds': 10, 'timeoutSeconds': 5}, 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'failureThreshold': 3, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 5, 'periodSeconds': 5, 'timeoutSeconds': 5}, 'securityContext': {'allowPrivilegeEscalation': False, 'capabilities': {'drop': ['ALL']}, 'privileged': False, 'runAsNonRoot': True}, 'startupProbe': {'exec': {'command': ['/bin/sh', '-c', '[ -n "$(ls -A /mnt/models 2>/dev/null)" ]\n']}, 'failureThreshold': 1, 'initialDelaySeconds': 1, 'periodSeconds': 1}}], 'multiModel': False, 'protocolVersions': ['v2'], 'supportedModelFormats': [{'name': 'sklearn', 'version': '0'}, {'name': 'sklearn', 'version': '1'}, {'name': 'xgboost', 'version': '1'}, {'name': 'xgboost', 'version': '2'}, {'name': 'lightgbm', 'version': '3'}, {'name': 'lightgbm', 'version': '4'}, {'name': 'onnx', 'version': '1'}]}} [ocp_resources ServingRuntime] 2026-07-12T20:27:44.812724Z [info ] Executing class fixture: mlserver_model_car_inference_service [conftest] 2026-07-12T20:27:44.812866Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-12T20:27:44.812984Z [info ] Create InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-12T20:27:44.813137Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'sklearn-modelcar', 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'sklearn-modelcar'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'sklearn'}, 'version': None, 'runtime': 'mlserver-runtime', 'storageUri': 'oci://quay.io/jooholee/mlserver-sklearn@sha256:ec9bc6b520909c52bd1d4accc2b2d28adb04981bd4c3ce94f17f23dd573e1f55'}}}} [ocp_resources InferenceService] 2026-07-12T20:27:44.932183Z [info ] Wait for InferenceService/sklearn-modelcar's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-12T20:27:44.932362Z [info ] Wait until InferenceService sklearn-modelcar is created [ocp_resources InferenceService] 2026-07-12T20:27:44.932503Z [info ] Waiting for 899.999927520752 seconds [0:14:59.999928], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:27:45.153621Z [info ] Elapsed time: 8.034706115722656e-05 [0:00:00.000080] [timeout_sampler] 2026-07-12T20:27:45.153789Z [info ] Waiting for 899.7782354354858 seconds [0:14:59.778235], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-12T20:27:59.397239Z [info ] Elapsed time: 14.220414161682129 [0:00:14.220414] [timeout_sampler] 2026-07-12T20:27:59.410880Z [info ] Waiting for 885.5207133293152 seconds [0:14:45.520713], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-12T20:27:59.423737Z [info ] Elapsed time: 5.555152893066406e-05 [0:00:00.000056] [timeout_sampler] 2026-07-12T20:27:59.438101Z [info ] Executing function fixture: snapshot [conftest] 2026-07-12T20:27:59.438919Z [info ] Executing function fixture: mlserver_response_snapshot [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-12T20:27:59Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestMLServerModelCar.test_mlserver_model_car_inference[sklearn-modelcar-standard] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-12T20:27:59.668295Z [info ] Delete InferenceService sklearn-modelcar [ocp_resources InferenceService] 2026-07-12T20:27:59.697622Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'sklearn', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-12T20:27:44Z', 'finalizers': ['odh.inferenceservice.finalizers', 'inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:runtime': {}, 'f:storageUri': {}}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-12T20:27:44Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-12T20:27:45Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:modelClass': {}}}, 'f:status': {'.': {}, 'f:address': {'.': {}, 'f:url': {}}, 'f:components': {'.': {}, 'f:predictor': {'.': {}, 'f:url': {}}}, 'f:conditions': {}, 'f:deploymentMode': {}, 'f:modelStatus': {'.': {}, 'f:copies': {'.': {}, 'f:failedCopies': {}, 'f:totalCopies': {}}, 'f:states': {'.': {}, 'f:activeModelState': {}, 'f:targetModelState': {}}, 'f:transitionStatus': {}}, 'f:observedGeneration': {}, 'f:servingRuntimeName': {}, 'f:url': {}}}, 'manager': 'manager', 'operation': 'Update', 'subresource': 'status', 'time': '2026-07-12T20:27:59Z'}], 'name': 'sklearn-modelcar', 'namespace': 'sklearn-modelcar', 'resourceVersion': '391361043', 'uid': '9bd1cd9b-49f9-4fa5-bac9-066e251cebf7'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'model': {'modelFormat': {'name': 'sklearn'}, 'name': '', 'resources': {}, 'runtime': 'mlserver-runtime', 'storageUri': 'oci://quay.io/jooholee/mlserver-sklearn@sha256:ec9bc6b520909c52bd1d4accc2b2d28adb04981bd4c3ce94f17f23dd573e1f55'}}}, 'status': {'address': {'url': 'http://sklearn-modelcar-predictor.sklearn-modelcar.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://sklearn-modelcar-predictor-sklearn-modelcar.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-12T20:27:45Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-12T20:27:59Z', 'message': 'ReplicaSet "sklearn-modelcar-predictor-774d7f7d6" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-12T20:27:59Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-12T20:27:45Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'mlserver-runtime', 'url': 'http://sklearn-modelcar-predictor.sklearn-modelcar.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-12T20:27:59.716800Z [info ] Wait until InferenceService sklearn-modelcar is deleted [ocp_resources InferenceService] 2026-07-12T20:27:59.716953Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:00.747129Z [info ] Elapsed time: 1.013066291809082 [0:00:01.013066] [timeout_sampler] 2026-07-12T20:28:00.747312Z [info ] Delete ServingRuntime mlserver-runtime [ocp_resources ServingRuntime] 2026-07-12T20:28:00.787160Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': '1.7.1', 'openshift.io/display-name': 'MLServer ServingRuntime for KServe', 'serving.kserve.io/server-type': 'mlserver'}, 'creationTimestamp': '2026-07-12T20:27:44Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}, 'f:serving.kserve.io/server-type': {}}, 'f:labels': {'.': {}, 'f:opendatahub.io/dashboard': {}}}, 'f:spec': {'.': {}, 'f:annotations': {'.': {}, 'f:monitoring.opendatahub.io/scrape': {}, 'f:opendatahub.io/kserve-runtime': {}, 'f:prometheus.io/path': {}, 'f:prometheus.io/port': {}}, 'f:containers': {}, 'f:multiModel': {}, 'f:protocolVersions': {}, 'f:supportedModelFormats': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-12T20:27:44Z'}], 'name': 'mlserver-runtime', 'namespace': 'sklearn-modelcar', 'resourceVersion': '391360725', 'uid': 'b929a203-e9f1-4a5f-8bba-095dcb2255e6'}, 'spec': {'annotations': {'monitoring.opendatahub.io/scrape': 'true', 'opendatahub.io/kserve-runtime': 'mlserver', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8082'}, 'containers': [{'env': [{'name': 'MLSERVER_MODEL_IMPLEMENTATION', 'value': '{{.Labels.modelClass}}'}, {'name': 'MLSERVER_HTTP_PORT', 'value': '8080'}, {'name': 'MLSERVER_MODELS_DIR', 'value': '/mnt/models'}], 'image': 'registry.redhat.io/rhoai/odh-mlserver-rhel9@sha256:bd383f9ea096c157352344018911847d7bfcc53a380091605edb1f474625e2af', 'livenessProbe': {'failureThreshold': 6, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 20, 'periodSeconds': 10, 'timeoutSeconds': 5}, 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'failureThreshold': 3, 'httpGet': {'path': '/v2/models/{{.Name}}/ready', 'port': 8080}, 'initialDelaySeconds': 5, 'periodSeconds': 5, 'timeoutSeconds': 5}, 'securityContext': {'allowPrivilegeEscalation': False, 'capabilities': {'drop': ['ALL']}, 'privileged': False, 'runAsNonRoot': True}, 'startupProbe': {'exec': {'command': ['/bin/sh', '-c', '[ -n "$(ls -A /mnt/models 2>/dev/null)" ]\n']}, 'failureThreshold': 1, 'initialDelaySeconds': 1, 'periodSeconds': 1}}], 'multiModel': False, 'protocolVersions': ['v2'], 'supportedModelFormats': [{'name': 'sklearn', 'version': '0'}, {'name': 'sklearn', 'version': '1'}, {'name': 'xgboost', 'version': '1'}, {'name': 'xgboost', 'version': '2'}, {'name': 'lightgbm', 'version': '3'}, {'name': 'lightgbm', 'version': '4'}, {'name': 'onnx', 'version': '1'}]}} [ocp_resources ServingRuntime] 2026-07-12T20:28:00.809370Z [info ] Wait until ServingRuntime mlserver-runtime is deleted [ocp_resources ServingRuntime] 2026-07-12T20:28:00.809520Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:00.827090Z [info ] Elapsed time: 3.2901763916015625e-05 [0:00:00.000033] [timeout_sampler] 2026-07-12T20:28:00.892652Z [info ] Delete Namespace sklearn-modelcar [ocp_resources Namespace] 2026-07-12T20:28:00.927820Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'sklearn-modelcar', 'uid': '38918fb2-a4e6-48da-ad46-1653d66fac95', 'resourceVersion': '391360716', 'creationTimestamp': '2026-07-12T20:27:44Z', 'labels': {'kubernetes.io/metadata.name': 'sklearn-modelcar', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c33,c32', 'openshift.io/sa.scc.supplemental-groups': '1001120000/10000', 'openshift.io/sa.scc.uid-range': '1001120000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:27:44Z', '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': '2026-07-12T20:27:44Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:27:44Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-12T20:28:00.946870Z [info ] Wait until Namespace sklearn-modelcar is deleted [ocp_resources Namespace] 2026-07-12T20:28:00.947025Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 1 of 8 completed, 1 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/openvino/test_ovms_model_deployment.py::TestOpenVINOModels::test_openvino_model_inference[onnx-standard-rest-deployment] 2026-07-12T20:28:09.150238Z [info ] Elapsed time: 8.1804780960083 [0:00:08.180478] [timeout_sampler]  ----------------------------- test_openvino_model_inference[onnx-standard-rest-deployment] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-12T20:28:09.152540Z [info ] Executing session fixture: aws_access_key_id [conftest] 2026-07-12T20:28:09.152653Z [info ] Executing session fixture: aws_secret_access_key [conftest] 2026-07-12T20:28:09.152756Z [info ] Executing session fixture: ci_s3_bucket_endpoint [conftest] 2026-07-12T20:28:09.152854Z [info ] Executing session fixture: valid_aws_config [conftest] 2026-07-12T20:28:09.218104Z [info ] AWS credentials validated successfully via STS GetCallerIdentity [tests.conftest] name=tests.conftest 2026-07-12T20:28:09.221615Z [info ] Executing session fixture: ovms_runtime_image [conftest] 2026-07-12T20:28:09.221772Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-12T20:28:09.270139Z [info ] Executing session fixture: models_s3_bucket_name [conftest] 2026-07-12T20:28:09.270326Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-12T20:28:09.270502Z [info ] Executing session fixture: models_s3_bucket_region [conftest] 2026-07-12T20:28:09.270649Z [info ] Executing session fixture: models_s3_bucket_endpoint [conftest] 2026-07-12T20:28:09.270813Z [info ] Executing session fixture: gpu_count_on_cluster [conftest] 2026-07-12T20:28:09.473573Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-12T20:28:09.473738Z [info ] Create Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-12T20:28:09.473879Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'onnx-standard-rest'}, 'spec': {}} [ocp_resources Namespace] 2026-07-12T20:28:09.529188Z [info ] Wait for Namespace onnx-standard-rest status to be Active [ocp_resources Namespace] 2026-07-12T20:28:09.529383Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:09.561244Z [info ] Status of Namespace onnx-standard-rest is Active [ocp_resources Namespace] 2026-07-12T20:28:09.561408Z [info ] Elapsed time: 0.00012636184692382812 [0:00:00.000126] [timeout_sampler] 2026-07-12T20:28:09.561556Z [info ] Executing class fixture: openvino_serving_runtime [conftest] 2026-07-12T20:28:09.620039Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-12T20:28:09.620795Z [info ] Create ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-12T20:28:09.620968Z [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] 2026-07-12T20:28:09.685146Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-12T20:28:09.685370Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-12T20:28:09.685609Z [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] 2026-07-12T20:28:09.732802Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-12T20:28:09.732983Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:09.758540Z [info ] Elapsed time: 7.510185241699219e-05 [0:00:00.000075] [timeout_sampler] 2026-07-12T20:28:09.758782Z [info ] Executing class fixture: openvino_model_service_account [conftest] 2026-07-12T20:28:09.758943Z [info ] Create ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-12T20:28:09.759107Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-12T20:28:09.804241Z [info ] Executing class fixture: openvino_inference_service [conftest] 2026-07-12T20:28:09.827054Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-12T20:28:09.827311Z [info ] Create InferenceService onnx  [ocp_resources InferenceService] 2026-07-12T20:28:09.827553Z [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] 2026-07-12T20:28:09.892151Z [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] 2026-07-12T20:28:09.891639Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-12T20:28:10.935545Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-12T20:28:11.018098Z [info ] Elapsed time: 1.0439972877502441 [0:00:01.043997] [timeout_sampler] 2026-07-12T20:28:11.043443Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-12T20:28:11.044371Z [info ] Waiting for 899.9999933242798 seconds [0:14:59.999993], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'openvino-runtime'}) [timeout_sampler] 2026-07-12T20:28:21.219020Z [info ] Elapsed time: 10.08455514907837 [0:00:10.084555] [timeout_sampler] 2026-07-12T20:28:21.231319Z [info ] Waiting for 888.660872220993 seconds [0:14:48.660872], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=onnx', 'client': , 'namespace': 'onnx-standard-rest'}) [timeout_sampler] 2026-07-12T20:28:21.231530Z [info ] kind: Deployment api version: apps/v1 [ocp_resources.resource] 2026-07-12T20:28:21.244917Z [info ] Elapsed time: 6.747245788574219e-05 [0:00:00.000067] [timeout_sampler] 2026-07-12T20:28:21.244450Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-12T20:28:21.282249Z [info ] Waiting for 888.6098067760468 seconds [0:14:48.609807], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-12T20:28:21.294698Z [info ] Elapsed time: 9.703636169433594e-05 [0:00:00.000097] [timeout_sampler] 2026-07-12T20:28:21.294943Z [info ] Wait for Deployment onnx-predictor to be deployed: True [ocp_resources Deployment] 2026-07-12T20:28:21.295082Z [info ] Waiting for 888.5972259044647 seconds [0:14:48.597226], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:21.306383Z [info ] Elapsed time: 3.0994415283203125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-12T20:28:21.306559Z [info ] Waiting for 888.5856220722198 seconds [0:14:48.585622], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-12T20:28:21.318792Z [info ] Elapsed time: 3.743171691894531e-05 [0:00:00.000037] [timeout_sampler] 2026-07-12T20:28:21.318966Z [info ] Wait for InferenceService/onnx's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-12T20:28:21.319108Z [info ] Wait until InferenceService onnx is created [ocp_resources InferenceService] 2026-07-12T20:28:21.319323Z [info ] Waiting for 888.5731337070465 seconds [0:14:48.573134], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:21.331208Z [info ] Elapsed time: 2.9087066650390625e-05 [0:00:00.000029] [timeout_sampler] 2026-07-12T20:28:21.331355Z [info ] Waiting for 888.560729265213 seconds [0:14:48.560729], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-12T20:28:21.343629Z [info ] Elapsed time: 3.361701965332031e-05 [0:00:00.000034] [timeout_sampler] 2026-07-12T20:28:21.356267Z [info ] Waiting for 888.5358293056488 seconds [0:14:48.535829], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-12T20:28:21.368892Z [info ] Elapsed time: 0.00010228157043457031 [0:00:00.000102] [timeout_sampler] 2026-07-12T20:28:21.381295Z [info ] Executing class fixture: protocol [conftest] 2026-07-12T20:28:21.381533Z [info ] Executing function fixture: openvino_pod_resource [conftest] 2026-07-12T20:28:21.409202Z [info ] Executing function fixture: snapshot [conftest] 2026-07-12T20:28:21.409851Z [info ] Executing function fixture: openvino_response_snapshot [conftest] 2026-07-12T20:28:21.411148Z [info ] Executing function fixture: model_format [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-12T20:28:21Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestOpenVINOModels.test_openvino_model_inference[onnx-standard-rest-deployment] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-12T20:28:21.577659Z [info ] Delete InferenceService onnx  [ocp_resources InferenceService] 2026-07-12T20:28:21.609156Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'openvino_ir', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-12T20:28:09Z', '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': '2026-07-12T20:28:09Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-12T20:28:10Z'}, {'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': '2026-07-12T20:28:21Z'}], 'name': 'onnx', 'namespace': 'onnx-standard-rest', 'resourceVersion': '391361588', 'uid': '7276df25-efa5-450e-966a-6f714127eb65'}, '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': '2026-07-12T20:28:09Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-12T20:28:21Z', 'message': 'ReplicaSet "onnx-predictor-5f55f998cc" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-12T20:28:21Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-12T20:28:09Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'openvino-runtime', 'url': 'http://onnx-predictor.onnx-standard-rest.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-12T20:28:21.626713Z [info ] Wait until InferenceService onnx is deleted [ocp_resources InferenceService] 2026-07-12T20:28:21.626879Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:22.653768Z [info ] Elapsed time: 1.0124001502990723 [0:00:01.012400] [timeout_sampler] 2026-07-12T20:28:22.653954Z [info ] Delete ServingRuntime openvino-runtime [ocp_resources ServingRuntime] 2026-07-12T20:28:22.683294Z [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': '2026-07-12T20:28:09Z', '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': '2026-07-12T20:28:09Z'}], 'name': 'openvino-runtime', 'namespace': 'onnx-standard-rest', 'resourceVersion': '391361312', 'uid': '0d63751d-e40f-4ed9-9393-d96cdeb841e8'}, '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] 2026-07-12T20:28:22.699424Z [info ] Wait until ServingRuntime openvino-runtime is deleted [ocp_resources ServingRuntime] 2026-07-12T20:28:22.699575Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:22.712960Z [info ] Elapsed time: 8.344650268554688e-05 [0:00:00.000083] [timeout_sampler] 2026-07-12T20:28:22.713081Z [info ] Delete ServiceAccount openvino-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-12T20:28:22.737553Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'openvino-models-bucket-sa', 'namespace': 'onnx-standard-rest', 'uid': '8d4ca8a4-25cc-4817-ac71-f2586ed0ae29', 'resourceVersion': '391361317', 'creationTimestamp': '2026-07-12T20:28:09Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'openvino-models-bucket-sa-dockercfg-449ss'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:09Z', '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-449ss"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:09Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'openvino-models-bucket-sa-dockercfg-449ss'}], 'imagePullSecrets': [{'name': 'openvino-models-bucket-sa-dockercfg-449ss'}]} [ocp_resources ServiceAccount] 2026-07-12T20:28:22.754029Z [info ] Wait until ServiceAccount openvino-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-12T20:28:22.754188Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:22.766933Z [info ] Elapsed time: 8.177757263183594e-05 [0:00:00.000082] [timeout_sampler] 2026-07-12T20:28:22.767063Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-12T20:28:22.799447Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'onnx-standard-rest', 'uid': '656ad178-4efb-4654-9ed6-e7b19bdc690d', 'resourceVersion': '391361314', 'creationTimestamp': '2026-07-12T20:28:09Z', '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': '2026-07-12T20:28:09Z', '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] 2026-07-12T20:28:22.820130Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-12T20:28:22.820279Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:22.833302Z [info ] Elapsed time: 3.886222839355469e-05 [0:00:00.000039] [timeout_sampler] 2026-07-12T20:28:22.881842Z [info ] Delete Namespace onnx-standard-rest [ocp_resources Namespace] 2026-07-12T20:28:22.908469Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'onnx-standard-rest', 'uid': 'd2700e81-af6f-4c8b-91c3-dbbf9252b46b', 'resourceVersion': '391361302', 'creationTimestamp': '2026-07-12T20:28:09Z', '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:c34,c4', 'openshift.io/sa.scc.supplemental-groups': '1001130000/10000', 'openshift.io/sa.scc.uid-range': '1001130000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:09Z', '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': '2026-07-12T20:28:09Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:09Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-12T20:28:22.924719Z [info ] Wait until Namespace onnx-standard-rest is deleted [ocp_resources Namespace] 2026-07-12T20:28:22.924863Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 2 of 8 completed, 2 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/openvino/test_ovms_smoke.py::TestOVMSSmokeInOpenShift::test_ovms_smoke_runs_in_openshift[ovms-smoke] 2026-07-12T20:28:30.042950Z [info ] Elapsed time: 7.0984046459198 [0:00:07.098405] [timeout_sampler]  ------------------------------------ test_ovms_smoke_runs_in_openshift[ovms-smoke] ------------------------------------ -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-12T20:28:30.043438Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-12T20:28:30.043554Z [info ] Create Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-12T20:28:30.043666Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'ovms-smoke'}, 'spec': {}} [ocp_resources Namespace] 2026-07-12T20:28:30.084645Z [info ] Wait for Namespace ovms-smoke status to be Active [ocp_resources Namespace] 2026-07-12T20:28:30.084794Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:30.100060Z [info ] Status of Namespace ovms-smoke is Active [ocp_resources Namespace] 2026-07-12T20:28:30.100234Z [info ] Elapsed time: 8.177757263183594e-05 [0:00:00.000082] [timeout_sampler] 2026-07-12T20:28:30.100353Z [info ] Executing class fixture: ovms_smoke_scripts_configmap [conftest] 2026-07-12T20:28:30.102215Z [info ] Create ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-12T20:28:30.102421Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ConfigMap', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke'}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-12T20:28:30.142375Z [info ] Executing class fixture: ovms_smoke_pod [conftest] 2026-07-12T20:28:30.142517Z [info ] Create Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-12T20:28:30.142676Z [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] 2026-07-12T20:28:30.185733Z [info ] Waiting for OVMS smoke Pod to complete [tests.model_serving.model_runtime.openvino.conftest] name=tests.model_serving.model_runtime.openvino.conftest 2026-07-12T20:28:30.186498Z [info ] Wait for Pod ovms-smoke-pod status to be Succeeded [ocp_resources Pod] 2026-07-12T20:28:30.186638Z [info ] Waiting for 300 seconds [0:05:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-12T20:28:30.198487Z [info ] Status of Pod ovms-smoke-pod is Pending [ocp_resources Pod] 2026-07-12T20:28:31.223946Z [info ] Status of Pod ovms-smoke-pod is Running [ocp_resources Pod] 2026-07-12T20:29:08.826380Z [info ] Status of Pod ovms-smoke-pod is Succeeded [ocp_resources Pod] 2026-07-12T20:29:08.826525Z [info ] Elapsed time: 38.61763572692871 [0:00:38.617636] [timeout_sampler] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestOVMSSmokeInOpenShift.test_ovms_smoke_runs_in_openshift[ovms-smoke] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-12T20:29:08.845254Z [info ] Delete Pod ovms-smoke-pod  [ocp_resources Pod] 2026-07-12T20:29:08.892517Z [info ] Deleting {'kind': 'Pod', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-pod', 'namespace': 'ovms-smoke', 'uid': '5b4ae4d7-d401-4a40-b57f-30b6d32a2d6a', 'resourceVersion': '391362473', 'creationTimestamp': '2026-07-12T20:28:30Z', 'annotations': {'k8s.ovn.org/pod-networks': '{"default":{"ip_addresses":["10.129.2.237/23"],"mac_address":"0a:58:0a:81:02:ed","gateway_ips":["10.129.2.1"],"routes":[{"dest":"10.128.0.0/14","nextHop":"10.129.2.1"},{"dest":"172.30.0.0/16","nextHop":"10.129.2.1"},{"dest":"169.254.0.5/32","nextHop":"10.129.2.1"},{"dest":"100.64.0.0/16","nextHop":"10.129.2.1"}],"ip_address":"10.129.2.237/23","gateway_ip":"10.129.2.1","role":"primary"}}', 'k8s.v1.cni.cncf.io/network-status': '[{\n "name": "ovn-kubernetes",\n "interface": "eth0",\n "ips": [\n "10.129.2.237"\n ],\n "mac": "0a:58:0a:81:02:ed",\n "default": true,\n "dns": {}\n}]', 'openshift.io/scc': 'openshift-ai-llminferenceservice-multi-node-scc', 'seccomp.security.alpha.kubernetes.io/pod': 'runtime/default'}, 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:30Z', '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': 'multus-daemon', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:30Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.v1.cni.cncf.io/network-status': {}}}}, 'subresource': 'status'}, {'manager': 'ods-qe-psi-07-b4mqp-worker-0-jcdqk', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:30Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:k8s.ovn.org/pod-networks': {}}}}, 'subresource': 'status'}, {'manager': 'kubelet', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:29:08Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:status': {'f:conditions': {'k:{"type":"ContainersReady"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"Initialized"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"PodReadyToStartContainers"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:status': {}, 'f:type': {}}, 'k:{"type":"Ready"}': {'.': {}, 'f:lastProbeTime': {}, 'f:lastTransitionTime': {}, 'f:reason': {}, 'f:status': {}, 'f:type': {}}}, 'f:containerStatuses': {}, 'f:hostIP': {}, 'f:hostIPs': {}, 'f:phase': {}, 'f:podIP': {}, 'f:podIPs': {'.': {}, 'k:{"ip":"10.129.2.237"}': {'.': {}, 'f:ip': {}}}, 'f:startTime': {}}}, 'subresource': 'status'}]}, 'spec': {'volumes': [{'name': 'smoke-scripts', 'configMap': {'name': 'ovms-smoke-scripts', 'defaultMode': 420}}, {'name': 'kube-api-access-2vc6s', 'projected': {'sources': [{'serviceAccountToken': {'expirationSeconds': 3607, 'path': 'token'}}, {'configMap': {'name': 'kube-root-ca.crt', 'items': [{'key': 'ca.crt', 'path': 'ca.crt'}]}}, {'downwardAPI': {'items': [{'path': 'namespace', 'fieldRef': {'apiVersion': 'v1', 'fieldPath': 'metadata.namespace'}}]}}, {'configMap': {'name': 'openshift-service-ca.crt', 'items': [{'key': 'service-ca.crt', 'path': 'service-ca.crt'}]}}], 'defaultMode': 420}}], 'containers': [{'name': 'ovms-smoke', 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'command': ['/bin/sh', '-c'], 'args': ['python3 /scripts/ovms_smoketest.py && python3 /scripts/smoke.py'], 'env': [{'name': 'HOME', 'value': '/tmp'}, {'name': 'HF_HOME', 'value': '/tmp/hf_cache'}, {'name': 'MPLCONFIGDIR', 'value': '/tmp/matplotlib'}], 'resources': {}, 'volumeMounts': [{'name': 'smoke-scripts', 'readOnly': True, 'mountPath': '/scripts'}, {'name': 'kube-api-access-2vc6s', 'readOnly': True, 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount'}], 'terminationMessagePath': '/dev/termination-log', 'terminationMessagePolicy': 'File', 'imagePullPolicy': 'IfNotPresent', 'securityContext': {'capabilities': {'drop': ['ALL']}, 'runAsUser': 1001150000, 'runAsNonRoot': True, 'allowPrivilegeEscalation': False, 'seccompProfile': {'type': 'RuntimeDefault'}}}], 'restartPolicy': 'Never', 'terminationGracePeriodSeconds': 30, 'dnsPolicy': 'ClusterFirst', 'serviceAccountName': 'default', 'serviceAccount': 'default', 'nodeName': 'ods-qe-psi-07-b4mqp-worker-0-jcdqk', 'securityContext': {'seLinuxOptions': {'level': 's0:c34,c14'}, 'seccompProfile': {'type': 'RuntimeDefault'}}, 'imagePullSecrets': [{'name': 'default-dockercfg-gknxl'}], 'schedulerName': 'default-scheduler', 'tolerations': [{'key': 'node.kubernetes.io/not-ready', 'operator': 'Exists', 'effect': 'NoExecute', 'tolerationSeconds': 300}, {'key': 'node.kubernetes.io/unreachable', 'operator': 'Exists', 'effect': 'NoExecute', 'tolerationSeconds': 300}], 'priority': 0, 'enableServiceLinks': True, 'preemptionPolicy': 'PreemptLowerPriority'}, 'status': {'phase': 'Succeeded', 'conditions': [{'type': 'PodReadyToStartContainers', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-12T20:29:08Z'}, {'type': 'Initialized', 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-12T20:28:30Z', 'reason': 'PodCompleted'}, {'type': 'Ready', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-12T20:29:07Z', 'reason': 'PodCompleted'}, {'type': 'ContainersReady', 'status': 'False', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-12T20:29:07Z', 'reason': 'PodCompleted'}, {'type': 'PodScheduled', 'status': 'True', 'lastProbeTime': None, 'lastTransitionTime': '2026-07-12T20:28:30Z'}], 'hostIP': '192.169.2.69', 'hostIPs': [{'ip': '192.169.2.69'}], 'podIP': '10.129.2.237', 'podIPs': [{'ip': '10.129.2.237'}], 'startTime': '2026-07-12T20:28:30Z', 'containerStatuses': [{'name': 'ovms-smoke', 'state': {'terminated': {'exitCode': 0, 'reason': 'Completed', 'startedAt': '2026-07-12T20:28:30Z', 'finishedAt': '2026-07-12T20:29:06Z', 'containerID': 'cri-o://b2a1ee6382ae8a8607926f39299ec838b9a06d3437100fe18bb7bfaf12a46ae8'}}, 'lastState': {}, 'ready': False, 'restartCount': 0, 'image': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'imageID': 'registry.redhat.io/rhoai/odh-openvino-model-server-rhel9@sha256:8c1b225509bfdc43756195f34a356d1e2ebd58fcd83fda3d37380dd7f5304df8', 'containerID': 'cri-o://b2a1ee6382ae8a8607926f39299ec838b9a06d3437100fe18bb7bfaf12a46ae8', 'started': False, 'volumeMounts': [{'name': 'smoke-scripts', 'mountPath': '/scripts', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}, {'name': 'kube-api-access-2vc6s', 'mountPath': '/var/run/secrets/kubernetes.io/serviceaccount', 'readOnly': True, 'recursiveReadOnly': 'Disabled'}]}], 'qosClass': 'BestEffort'}} [ocp_resources Pod] 2026-07-12T20:29:08.925332Z [info ] Wait until Pod ovms-smoke-pod is deleted [ocp_resources Pod] 2026-07-12T20:29:08.925464Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:29:08.947734Z [info ] Elapsed time: 3.933906555175781e-05 [0:00:00.000039] [timeout_sampler] 2026-07-12T20:29:08.947892Z [info ] Delete ConfigMap ovms-smoke-scripts [ocp_resources ConfigMap] 2026-07-12T20:29:08.989153Z [info ] Deleting {'kind': 'ConfigMap', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke-scripts', 'namespace': 'ovms-smoke', 'uid': 'eb123af9-c737-4b9e-82f3-90f884344a14', 'resourceVersion': '391361834', 'creationTimestamp': '2026-07-12T20:28:30Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:30Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:data': {'.': {}, 'f:ovms_smoketest.py': {}, 'f:smoke.py': {}}}}]}, 'data': '*******'} [ocp_resources ConfigMap] 2026-07-12T20:29:09.013641Z [info ] Wait until ConfigMap ovms-smoke-scripts is deleted [ocp_resources ConfigMap] 2026-07-12T20:29:09.013791Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:29:09.034830Z [info ] Elapsed time: 6.532669067382812e-05 [0:00:00.000065] [timeout_sampler] 2026-07-12T20:29:09.061336Z [info ] Delete Namespace ovms-smoke  [ocp_resources Namespace] 2026-07-12T20:29:09.111905Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'ovms-smoke', 'uid': '34b49682-73d2-4fd7-9824-a3dacc770d7a', 'resourceVersion': '391361824', 'creationTimestamp': '2026-07-12T20:28:30Z', '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:c34,c14', 'openshift.io/sa.scc.supplemental-groups': '1001150000/10000', 'openshift.io/sa.scc.uid-range': '1001150000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:30Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:30Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:28:30Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-12T20:29:09.137946Z [info ] Wait until Namespace ovms-smoke is deleted [ocp_resources Namespace] 2026-07-12T20:29:09.138087Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 3 of 8 completed, 3 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/triton/S3/test_triton_grpc.py::TestTritonGRPC::test_triton_grpc_inference[tensorflow-grpc] 2026-07-12T20:29:16.274371Z [info ] Elapsed time: 7.121348142623901 [0:00:07.121348] [timeout_sampler]  ------------------------------------- test_triton_grpc_inference[tensorflow-grpc] ------------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-12T20:29:16.279544Z [info ] Executing session fixture: root_dir [conftest] 2026-07-12T20:29:16.279799Z [info ] Executing session fixture: triton_runtime_image [conftest] 2026-07-12T20:29:16.279941Z [info ] Executing session fixture: supported_accelerator_type [conftest] 2026-07-12T20:29:16.280071Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-12T20:29:16.280226Z [info ] Executing class fixture: triton_grpc_serving_runtime_template [conftest] 2026-07-12T20:29:16.280356Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-12T20:29:16.280482Z [info ] Create Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-12T20:29:16.280624Z [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] 2026-07-12T20:29:16.316764Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-12T20:29:16.316921Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-12T20:29:16.317068Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-12T20:29:16.349036Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-12T20:29:16.349652Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-12T20:29:16.365412Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-12T20:29:16.365561Z [info ] Elapsed time: 8.0108642578125e-05 [0:00:00.000080] [timeout_sampler] 2026-07-12T20:29:16.365663Z [info ] Executing class fixture: protocol [conftest] 2026-07-12T20:29:16.365764Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-12T20:29:16.404390Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-12T20:29:16.404538Z [info ] Create ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-12T20:29:16.404699Z [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] 2026-07-12T20:29:16.440186Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-12T20:29:16.440329Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-12T20:29:16.440465Z [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] 2026-07-12T20:29:16.472268Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-12T20:29:16.472414Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:29:16.492544Z [info ] Elapsed time: 3.2901763916015625e-05 [0:00:00.000033] [timeout_sampler] 2026-07-12T20:29:16.492695Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-12T20:29:16.492829Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-12T20:29:16.492960Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-12T20:29:16.535766Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-12T20:29:16.552069Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-12T20:29:16.552314Z [info ] Create InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-12T20:29:16.552463Z [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] 2026-07-12T20:29:16.595261Z [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] 2026-07-12T20:29:16.594790Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-12T20:29:17.625270Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-12T20:29:17.665102Z [info ] Elapsed time: 1.030470848083496 [0:00:01.030471] [timeout_sampler] 2026-07-12T20:29:17.677032Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-12T20:29:17.677828Z [info ] Waiting for 599.9999980926514 seconds [0:09:59.999998], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-grpc-runtime'}) [timeout_sampler] 2026-07-12T20:32:29.105147Z [info ] Elapsed time: 191.36119413375854 [0:03:11.361194] [timeout_sampler] 2026-07-12T20:32:29.118968Z [info ] Waiting for 407.47625184059143 seconds [0:06:47.476252], 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] 2026-07-12T20:32:29.133307Z [info ] Elapsed time: 5.507469177246094e-05 [0:00:00.000055] [timeout_sampler] 2026-07-12T20:32:29.132847Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-12T20:32:29.176860Z [info ] Waiting for 407.41834235191345 seconds [0:06:47.418342], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-12T20:32:29.191231Z [info ] Elapsed time: 9.202957153320312e-05 [0:00:00.000092] [timeout_sampler] 2026-07-12T20:32:29.191412Z [info ] Wait for Deployment tensorflow-standard-grpc-predictor to be deployed: True [ocp_resources Deployment] 2026-07-12T20:32:29.191557Z [info ] Waiting for 407.4039707183838 seconds [0:06:47.403971], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-12T20:32:29.217775Z [info ] Elapsed time: 2.8371810913085938e-05 [0:00:00.000028] [timeout_sampler] 2026-07-12T20:32:29.217951Z [info ] Waiting for 407.37747383117676 seconds [0:06:47.377474], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-12T20:32:29.233288Z [info ] Elapsed time: 3.457069396972656e-05 [0:00:00.000035] [timeout_sampler] 2026-07-12T20:32:29.233441Z [info ] Wait for InferenceService/tensorflow-standard-grpc's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-12T20:32:29.233568Z [info ] Wait until InferenceService tensorflow-standard-grpc is created [ocp_resources InferenceService] 2026-07-12T20:32:29.233689Z [info ] Waiting for 407.3619980812073 seconds [0:06:47.361998], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:32:29.249037Z [info ] Elapsed time: 2.86102294921875e-05 [0:00:00.000029] [timeout_sampler] 2026-07-12T20:32:29.249247Z [info ] Waiting for 407.3461813926697 seconds [0:06:47.346181], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-12T20:32:29.266810Z [info ] Elapsed time: 3.0040740966796875e-05 [0:00:00.000030] [timeout_sampler] 2026-07-12T20:32:29.284660Z [info ] Waiting for 407.31072521209717 seconds [0:06:47.310725], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-12T20:32:29.304918Z [info ] Elapsed time: 9.870529174804688e-05 [0:00:00.000099] [timeout_sampler] 2026-07-12T20:32:29.326197Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-12T20:32:29.376141Z [info ] Executing function fixture: snapshot [conftest] 2026-07-12T20:32:29.376389Z [info ] Executing function fixture: triton_response_snapshot [conftest] 2026-07-12T20:32:29.376559Z [info ] Executing function fixture: model_name [conftest] 2026-07-12T20:32:29.376717Z [info ] Executing function fixture: input_path [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-12T20:32:29Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestTritonGRPC.test_triton_grpc_inference[tensorflow-grpc] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-12T20:32:32.266800Z [info ] Delete InferenceService tensorflow-standard-grpc [ocp_resources InferenceService] 2026-07-12T20:32:32.295671Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-12T20:29:16Z', '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': '2026-07-12T20:29:16Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-12T20:29:16Z'}, {'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': '2026-07-12T20:32:24Z'}], 'name': 'tensorflow-standard-grpc', 'namespace': 'tensorflow-standard', 'resourceVersion': '391365819', 'uid': 'c6355a14-309c-4284-9f7b-6cb540f43f44'}, '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': '2026-07-12T20:29:16Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-12T20:32:24Z', 'message': 'ReplicaSet "tensorflow-standard-grpc-predictor-58fc5b7fd6" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-12T20:32:24Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-12T20:29:16Z', '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] 2026-07-12T20:32:32.313980Z [info ] Wait until InferenceService tensorflow-standard-grpc is deleted [ocp_resources InferenceService] 2026-07-12T20:32:32.314251Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:32:33.340311Z [info ] Elapsed time: 1.0124828815460205 [0:00:01.012483] [timeout_sampler] 2026-07-12T20:32:33.340507Z [info ] Delete ServingRuntime triton-grpc-runtime [ocp_resources ServingRuntime] 2026-07-12T20:32:33.367964Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-12T20:29:16Z', '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': '2026-07-12T20:29:16Z'}], 'name': 'triton-grpc-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '391362669', 'uid': '4d5cb14d-f317-40a3-960f-09431edd0909'}, '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] 2026-07-12T20:32:33.382978Z [info ] Wait until ServingRuntime triton-grpc-runtime is deleted [ocp_resources ServingRuntime] 2026-07-12T20:32:33.383245Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:32:33.397093Z [info ] Elapsed time: 3.504753112792969e-05 [0:00:00.000035] [timeout_sampler] 2026-07-12T20:32:33.397286Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-12T20:32:33.428663Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': '54d924c8-6649-4840-a1b5-d9e9747149a8', 'resourceVersion': '391362676', 'creationTimestamp': '2026-07-12T20:29:16Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-6q2gf'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:29:16Z', '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-6q2gf"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:29:16Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-6q2gf'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-6q2gf'}]} [ocp_resources ServiceAccount] 2026-07-12T20:32:33.442905Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-12T20:32:33.443542Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:32:33.457935Z [info ] Elapsed time: 4.458427429199219e-05 [0:00:00.000045] [timeout_sampler] 2026-07-12T20:32:33.458080Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-12T20:32:33.487062Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': '4857605e-4cf7-4b36-81f0-94a354b2a759', 'resourceVersion': '391362671', 'creationTimestamp': '2026-07-12T20:29:16Z', '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': '2026-07-12T20:29:16Z', '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] 2026-07-12T20:32:33.501902Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-12T20:32:33.502049Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:32:33.515072Z [info ] Elapsed time: 8.034706115722656e-05 [0:00:00.000080] [timeout_sampler] 2026-07-12T20:32:33.561416Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-12T20:32:33.586534Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': 'e8cf996c-8606-4a0e-bcf7-d9d10c065b3a', 'resourceVersion': '391362661', 'creationTimestamp': '2026-07-12T20:29:16Z', 'labels': {'kubernetes.io/metadata.name': 'tensorflow-standard', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c34,c19', 'openshift.io/sa.scc.supplemental-groups': '1001160000/10000', 'openshift.io/sa.scc.uid-range': '1001160000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:29:16Z', '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': '2026-07-12T20:29:16Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:29:16Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-12T20:32:33.602143Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-12T20:32:33.602353Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:32:41.744692Z [info ] Elapsed time: 8.127333879470825 [0:00:08.127334] [timeout_sampler] 2026-07-12T20:32:41.744837Z [info ] Delete Template triton-grpc-runtime-template [ocp_resources Template] 2026-07-12T20:32:41.779635Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-grpc-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': '59c7ce4d-462a-44d7-9f8e-f4f434c037a6', 'resourceVersion': '391362639', 'creationTimestamp': '2026-07-12T20:29:16Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-12T20:29:16Z', '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] 2026-07-12T20:32:41.802763Z [info ] Wait until Template triton-grpc-runtime-template is deleted [ocp_resources Template] 2026-07-12T20:32:41.802927Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 4 of 8 completed, 4 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/triton/S3/test_triton_rest.py::TestTritonREST::test_triton_rest_inference[tensorflow-rest] 2026-07-12T20:32:41.821838Z [info ] Elapsed time: 6.389617919921875e-05 [0:00:00.000064] [timeout_sampler]  ------------------------------------- test_triton_rest_inference[tensorflow-rest] ------------------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-12T20:32:41.822388Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-12T20:32:41.822512Z [info ] Executing class fixture: triton_rest_serving_runtime_template [conftest] 2026-07-12T20:32:41.822634Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-12T20:32:41.822751Z [info ] Create Template triton-rest-runtime-template [ocp_resources Template] 2026-07-12T20:32:41.822861Z [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] 2026-07-12T20:32:41.866697Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-12T20:32:41.866841Z [info ] Create Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-12T20:32:41.866958Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'tensorflow-standard'}, 'spec': {}} [ocp_resources Namespace] 2026-07-12T20:32:41.908533Z [info ] Wait for Namespace tensorflow-standard status to be Active [ocp_resources Namespace] 2026-07-12T20:32:41.908678Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-12T20:32:41.927651Z [info ] Status of Namespace tensorflow-standard is Active [ocp_resources Namespace] 2026-07-12T20:32:41.927793Z [info ] Elapsed time: 3.5762786865234375e-05 [0:00:00.000036] [timeout_sampler] 2026-07-12T20:32:41.927892Z [info ] Executing class fixture: protocol [conftest] 2026-07-12T20:32:41.927992Z [info ] Executing class fixture: triton_serving_runtime [conftest] 2026-07-12T20:32:41.962902Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-12T20:32:41.963043Z [info ] Create ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-12T20:32:41.963239Z [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] 2026-07-12T20:32:42.006098Z [info ] Executing class fixture: kserve_s3_secret [conftest] 2026-07-12T20:32:42.006349Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-12T20:32:42.006498Z [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] 2026-07-12T20:32:42.044474Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-12T20:32:42.044619Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:32:42.058621Z [info ] Elapsed time: 3.504753112792969e-05 [0:00:00.000035] [timeout_sampler] 2026-07-12T20:32:42.058763Z [info ] Executing class fixture: triton_model_service_account [conftest] 2026-07-12T20:32:42.058872Z [info ] Create ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-12T20:32:42.058982Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-12T20:32:42.091689Z [info ] Executing class fixture: triton_inference_service [conftest] 2026-07-12T20:32:42.106432Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-12T20:32:42.106575Z [info ] Create InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-12T20:32:42.106711Z [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] 2026-07-12T20:32:42.176779Z [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] 2026-07-12T20:32:42.176291Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-12T20:32:43.208509Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-12T20:32:43.243616Z [info ] Elapsed time: 1.0322251319885254 [0:00:01.032225] [timeout_sampler] 2026-07-12T20:32:43.255923Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-12T20:32:43.256564Z [info ] Waiting for 599.9999988079071 seconds [0:09:59.999999], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'triton-rest-runtime'}) [timeout_sampler] 2026-07-12T20:35:44.635788Z [info ] Elapsed time: 181.3177411556244 [0:03:01.317741] [timeout_sampler] 2026-07-12T20:35:44.648476Z [info ] Waiting for 417.5284342765808 seconds [0:06:57.528434], 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] 2026-07-12T20:35:44.661424Z [info ] Elapsed time: 7.271766662597656e-05 [0:00:00.000073] [timeout_sampler] 2026-07-12T20:35:44.660900Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-12T20:35:44.698856Z [info ] Waiting for 417.4778022766113 seconds [0:06:57.477802], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-12T20:35:44.711708Z [info ] Elapsed time: 5.1975250244140625e-05 [0:00:00.000052] [timeout_sampler] 2026-07-12T20:35:44.711869Z [info ] Wait for Deployment tensorflow-standard-rest-predictor to be deployed: True [ocp_resources Deployment] 2026-07-12T20:35:44.712011Z [info ] Waiting for 417.4650127887726 seconds [0:06:57.465013], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-12T20:35:44.724067Z [info ] Elapsed time: 3.695487976074219e-05 [0:00:00.000037] [timeout_sampler] 2026-07-12T20:35:44.724338Z [info ] Waiting for 417.45260667800903 seconds [0:06:57.452607], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-12T20:35:44.736557Z [info ] Elapsed time: 3.0279159545898438e-05 [0:00:00.000030] [timeout_sampler] 2026-07-12T20:35:44.736736Z [info ] Wait for InferenceService/tensorflow-standard-rest's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-12T20:35:44.736898Z [info ] Wait until InferenceService tensorflow-standard-rest is created [ocp_resources InferenceService] 2026-07-12T20:35:44.737052Z [info ] Waiting for 417.44025325775146 seconds [0:06:57.440253], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:35:44.748686Z [info ] Elapsed time: 3.0040740966796875e-05 [0:00:00.000030] [timeout_sampler] 2026-07-12T20:35:44.748917Z [info ] Waiting for 417.4279909133911 seconds [0:06:57.427991], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-12T20:35:44.760816Z [info ] Elapsed time: 3.123283386230469e-05 [0:00:00.000031] [timeout_sampler] 2026-07-12T20:35:44.772546Z [info ] Waiting for 417.4041645526886 seconds [0:06:57.404165], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-12T20:35:44.784624Z [info ] Elapsed time: 5.125999450683594e-05 [0:00:00.000051] [timeout_sampler] 2026-07-12T20:35:44.796921Z [info ] Executing function fixture: triton_pod_resource [conftest] 2026-07-12T20:35:44.825402Z [info ] Executing function fixture: snapshot [conftest] 2026-07-12T20:35:44.826341Z [info ] Executing function fixture: triton_response_snapshot [conftest] 2026-07-12T20:35:44.826545Z [info ] Executing function fixture: model_name [conftest] 2026-07-12T20:35:44.826756Z [info ] Executing function fixture: input_path [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- [2026-07-12T20:35:45Z WARN kube_client::client::tls::rustls_tls] Server cert bypassed PASSED TEST: TestTritonREST.test_triton_rest_inference[tensorflow-rest] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-12T20:35:48.436395Z [info ] Delete InferenceService tensorflow-standard-rest [ocp_resources InferenceService] 2026-07-12T20:35:48.467511Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'tensorrt', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-12T20:32:42Z', 'finalizers': ['odh.inferenceservice.finalizers', 'inferenceservice.finalizers'], 'generation': 1, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}}, 'f:serviceAccountName': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-12T20:32:42Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-12T20:32:42Z'}, {'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': '2026-07-12T20:35:41Z'}], 'name': 'tensorflow-standard-rest', 'namespace': 'tensorflow-standard', 'resourceVersion': '391369645', 'uid': '615cf3c6-1e07-4040-b46b-3c35a8688396'}, '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': '2026-07-12T20:32:42Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-12T20:35:41Z', 'message': 'ReplicaSet "tensorflow-standard-rest-predictor-c64b5c649" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-12T20:35:41Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-12T20:32:42Z', '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-rest-runtime', 'url': 'http://tensorflow-standard-rest-predictor.tensorflow-standard.svc.cluster.local'}} [ocp_resources InferenceService] 2026-07-12T20:35:48.485851Z [info ] Wait until InferenceService tensorflow-standard-rest is deleted [ocp_resources InferenceService] 2026-07-12T20:35:48.485994Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:35:49.513303Z [info ] Elapsed time: 1.0124483108520508 [0:00:01.012448] [timeout_sampler] 2026-07-12T20:35:49.513456Z [info ] Delete ServingRuntime triton-rest-runtime [ocp_resources ServingRuntime] 2026-07-12T20:35:49.540636Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'prometheus.kserve.io/path': '/metrics', 'prometheus.kserve.io/port': '8002'}, 'creationTimestamp': '2026-07-12T20:32:41Z', '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': '2026-07-12T20:32:41Z'}], 'name': 'triton-rest-runtime', 'namespace': 'tensorflow-standard', 'resourceVersion': '391366198', 'uid': '53c3ceb4-faf4-4afd-87d0-db3b180e59ba'}, '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] 2026-07-12T20:35:49.556382Z [info ] Wait until ServingRuntime triton-rest-runtime is deleted [ocp_resources ServingRuntime] 2026-07-12T20:35:49.556521Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:35:49.569760Z [info ] Elapsed time: 4.696846008300781e-05 [0:00:00.000047] [timeout_sampler] 2026-07-12T20:35:49.569911Z [info ] Delete ServiceAccount triton-models-bucket-sa [ocp_resources ServiceAccount] 2026-07-12T20:35:49.595338Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'triton-models-bucket-sa', 'namespace': 'tensorflow-standard', 'uid': 'd9e2fb7e-24ab-459e-9552-fe77520b719d', 'resourceVersion': '391366205', 'creationTimestamp': '2026-07-12T20:32:42Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'triton-models-bucket-sa-dockercfg-k28bf'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:32:42Z', '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-k28bf"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:32:42Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'triton-models-bucket-sa-dockercfg-k28bf'}], 'imagePullSecrets': [{'name': 'triton-models-bucket-sa-dockercfg-k28bf'}]} [ocp_resources ServiceAccount] 2026-07-12T20:35:49.610031Z [info ] Wait until ServiceAccount triton-models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-12T20:35:49.610214Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:35:49.623919Z [info ] Elapsed time: 3.4332275390625e-05 [0:00:00.000034] [timeout_sampler] 2026-07-12T20:35:49.624064Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-12T20:35:49.652966Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'tensorflow-standard', 'uid': '836c2f2c-b918-4c79-b3a9-18f982a8a6fd', 'resourceVersion': '391366200', 'creationTimestamp': '2026-07-12T20:32:42Z', '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': '2026-07-12T20:32:42Z', '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] 2026-07-12T20:35:49.668335Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-12T20:35:49.668486Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:35:49.682930Z [info ] Elapsed time: 4.38690185546875e-05 [0:00:00.000044] [timeout_sampler] 2026-07-12T20:35:49.732406Z [info ] Delete Namespace tensorflow-standard [ocp_resources Namespace] 2026-07-12T20:35:49.757393Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'tensorflow-standard', 'uid': '7889a088-4424-48e9-91b1-10f415ee761e', 'resourceVersion': '391366187', 'creationTimestamp': '2026-07-12T20:32:41Z', 'labels': {'kubernetes.io/metadata.name': 'tensorflow-standard', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c34,c24', 'openshift.io/sa.scc.supplemental-groups': '1001170000/10000', 'openshift.io/sa.scc.uid-range': '1001170000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:32:41Z', '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': '2026-07-12T20:32:41Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:32:41Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-12T20:35:49.773636Z [info ] Wait until Namespace tensorflow-standard is deleted [ocp_resources Namespace] 2026-07-12T20:35:49.773789Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:35:57.894675Z [info ] Elapsed time: 8.106675148010254 [0:00:08.106675] [timeout_sampler] 2026-07-12T20:35:57.894850Z [info ] Delete Template triton-rest-runtime-template [ocp_resources Template] 2026-07-12T20:35:57.927172Z [info ] Deleting {'kind': 'Template', 'apiVersion': 'template.openshift.io/v1', 'metadata': {'name': 'triton-rest-runtime-template', 'namespace': 'redhat-ods-applications', 'uid': 'eac28f00-0562-499b-b47f-20daad802d64', 'resourceVersion': '391366169', 'creationTimestamp': '2026-07-12T20:32:41Z', 'managedFields': [{'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'template.openshift.io/v1', 'time': '2026-07-12T20:32:41Z', '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] 2026-07-12T20:35:57.945168Z [info ] Wait until Template triton-rest-runtime-template is deleted [ocp_resources Template] 2026-07-12T20:35:57.945338Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 5 of 8 completed, 5 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/vllm/cpu/cpu_x86/test_vllm_cpu_s3_inference.py::TestVllmCpuX86S3Inference::test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] 2026-07-12T20:35:57.961286Z [info ] Elapsed time: 4.315376281738281e-05 [0:00:00.000043] [timeout_sampler]  ----------------------------- test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] ----------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-12T20:35:57.964146Z [info ] Executing session fixture: skip_if_no_supported_cpu_x86_accelerator_type [conftest] 2026-07-12T20:35:57.964316Z [info ] Executing session fixture: vllm_runtime_image [conftest] 2026-07-12T20:35:57.964513Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-12T20:35:57.964650Z [info ] Executing session fixture: registry_pull_secret [conftest] 2026-07-12T20:35:57.964758Z [info ] Executing session fixture: registry_host [conftest] 2026-07-12T20:35:57.964859Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-12T20:35:57.964960Z [info ] Create Namespace opt-125m-standard-cpu [ocp_resources Namespace] 2026-07-12T20:35:57.965062Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-standard-cpu'}, 'spec': {}} [ocp_resources Namespace] 2026-07-12T20:35:57.999767Z [info ] Wait for Namespace opt-125m-standard-cpu status to be Active [ocp_resources Namespace] 2026-07-12T20:35:57.999916Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-12T20:35:58.011509Z [info ] Status of Namespace opt-125m-standard-cpu is Active [ocp_resources Namespace] 2026-07-12T20:35:58.011662Z [info ] Elapsed time: 3.4809112548828125e-05 [0:00:00.000035] [timeout_sampler] 2026-07-12T20:35:58.011787Z [info ] Executing class fixture: cpu_x86_serving_runtime [conftest] 2026-07-12T20:35:58.011900Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-12T20:35:58.084139Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-12T20:35:58.084317Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-12T20:35:58.084529Z [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:c953143f67160cb6afc3439a788e4f314d31311eacc68c33ff934f69ff023ed7', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}]}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-12T20:35:58.129617Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-12T20:35:58.129759Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-12T20:35:58.129896Z [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] 2026-07-12T20:35:58.156493Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-12T20:35:58.156639Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:35:58.170230Z [info ] Elapsed time: 3.790855407714844e-05 [0:00:00.000038] [timeout_sampler] 2026-07-12T20:35:58.170377Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-12T20:35:58.170512Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-12T20:35:58.170647Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-standard-cpu'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-12T20:35:58.196230Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-12T20:35:58.196456Z [info ] Executing class fixture: cpu_x86_inference_service [conftest] 2026-07-12T20:35:58.209858Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-12T20:35:58.210005Z [info ] Create InferenceService opt-125m-standard-cpu [ocp_resources InferenceService] 2026-07-12T20:35:58.210203Z [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] 2026-07-12T20:35:58.266181Z [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] 2026-07-12T20:35:58.265686Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-12T20:35:59.292086Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-12T20:35:59.328209Z [info ] Elapsed time: 1.0264105796813965 [0:00:01.026411] [timeout_sampler] 2026-07-12T20:35:59.340222Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-12T20:35:59.340933Z [info ] Waiting for 1199.999998807907 seconds [0:19:59.999999], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-12T20:39:00.867786Z [info ] Elapsed time: 181.46435260772705 [0:03:01.464353] [timeout_sampler] 2026-07-12T20:39:00.880900Z [info ] Waiting for 1017.3852899074554 seconds [0:16:57.385290], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=opt-125m-standard-cpu', 'client': , 'namespace': 'opt-125m-standard-cpu'}) [timeout_sampler] 2026-07-12T20:39:00.894647Z [info ] Elapsed time: 6.222724914550781e-05 [0:00:00.000062] [timeout_sampler] 2026-07-12T20:39:00.894139Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-12T20:39:00.935862Z [info ] Waiting for 1017.3302521705627 seconds [0:16:57.330252], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-12T20:39:00.949004Z [info ] Elapsed time: 5.0067901611328125e-05 [0:00:00.000050] [timeout_sampler] 2026-07-12T20:39:00.949190Z [info ] Wait for Deployment opt-125m-standard-cpu-predictor to be deployed: True [ocp_resources Deployment] 2026-07-12T20:39:00.949316Z [info ] Waiting for 1017.3170533180237 seconds [0:16:57.317053], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-12T20:39:00.961774Z [info ] Elapsed time: 2.956390380859375e-05 [0:00:00.000030] [timeout_sampler] 2026-07-12T20:39:00.961930Z [info ] Waiting for 1017.304277420044 seconds [0:16:57.304277], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-12T20:39:00.974846Z [info ] Elapsed time: 3.0517578125e-05 [0:00:00.000031] [timeout_sampler] 2026-07-12T20:39:00.974994Z [info ] Wait for InferenceService/opt-125m-standard-cpu's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-12T20:39:00.975164Z [info ] Wait until InferenceService opt-125m-standard-cpu is created [ocp_resources InferenceService] 2026-07-12T20:39:00.975284Z [info ] Waiting for 1017.2912888526917 seconds [0:16:57.291289], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:39:00.988141Z [info ] Elapsed time: 3.075599670410156e-05 [0:00:00.000031] [timeout_sampler] 2026-07-12T20:39:00.988355Z [info ] Waiting for 1017.2780179977417 seconds [0:16:57.278018], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-12T20:39:01.001148Z [info ] Elapsed time: 3.719329833984375e-05 [0:00:00.000037] [timeout_sampler] 2026-07-12T20:39:01.013930Z [info ] Waiting for 1017.2520883083344 seconds [0:16:57.252088], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-12T20:39:01.027660Z [info ] Elapsed time: 4.267692565917969e-05 [0:00:00.000043] [timeout_sampler] 2026-07-12T20:39:01.041807Z [info ] Executing function fixture: skip_if_not_cpu_x86_raw_deployment [conftest] 2026-07-12T20:39:01.056501Z [info ] Executing function fixture: inference_request [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-12T20:39:01.083864Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-12T20:39:01.136482Z [info ] Sending completions request  [tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils] name=tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils payload={'model': 'opt-125m-standard-cpu', 'prompt': 'What is Kubernetes?', 'max_tokens': 50} url=https://opt-125m-standard-cpu-opt-125m-standard-cpu.apps.ods-qe-psi-07.osp.rh-ods.com/v1/completions 2026-07-12T20:39:01.137400Z [info ] kind: Infrastructure api version: config.openshift.io/v1 [ocp_resources.resource] 2026-07-12T20:39:01.185155Z [info ] kind: IngressController api version: operator.openshift.io/v1 [ocp_resources.resource] 2026-07-12T20:39:01.197636Z [info ] Using router certificate secret: router-certs-default [utilities.certificates_utils] name=utilities.certificates_utils 2026-07-12T20:39:16.180184Z [info ] Completions response  [tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils] body_length=740 name=tests.model_serving.model_runtime.vllm.cpu.cpu_x86.utils status_code=200 PASSED TEST: TestVllmCpuX86S3Inference.test_vllm_cpu_x86_inference[facebook-opt-125m-standard-cpu] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-12T20:39:16.182470Z [info ] Delete InferenceService opt-125m-standard-cpu [ocp_resources InferenceService] 2026-07-12T20:39:16.218990Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-12T20:35:58Z', 'finalizers': ['odh.inferenceservice.finalizers', 'inferenceservice.finalizers'], 'generation': 1, 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}, 'f:labels': {'.': {}, 'f:networking.kserve.io/visibility': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:args': {}, 'f:env': {'.': {}, 'k:{"name":"OMP_NUM_THREADS"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_CPU_KVCACHE_SPACE"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_WORKER_MULTIPROC_METHOD"}': {'.': {}, 'f:name': {}, 'f:value': {}}}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}, 'f:volumeMounts': {'.': {}, 'k:{"mountPath":"/dev/shm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/home/vllm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/tmp"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}}}, 'f:serviceAccountName': {}, 'f:volumes': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-12T20:35:58Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-12T20:35:58Z'}, {'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': '2026-07-12T20:38:57Z'}], 'name': 'opt-125m-standard-cpu', 'namespace': 'opt-125m-standard-cpu', 'resourceVersion': '391372970', 'uid': '7817a312-7824-4b17-82c8-56e0e03a167e'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}], 'modelFormat': {'name': 'vLLM'}, 'name': '', 'protocolVersion': 'v2', 'resources': {'limits': {'cpu': '16', 'memory': '16Gi'}, 'requests': {'cpu': '8', 'memory': '10Gi'}}, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'volumeMounts': [{'mountPath': '/dev/shm', 'name': 'shared-memory'}, {'mountPath': '/tmp', 'name': 'tmp'}, {'mountPath': '/home/vllm', 'name': 'home'}]}, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}, 'name': 'shared-memory'}, {'emptyDir': {}, 'name': 'tmp'}, {'emptyDir': {}, 'name': 'home'}]}}, 'status': {'address': {'url': 'http://opt-125m-standard-cpu-predictor.opt-125m-standard-cpu.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://opt-125m-standard-cpu-predictor-opt-125m-standard-cpu.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-12T20:35:58Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-12T20:38:57Z', 'message': 'ReplicaSet "opt-125m-standard-cpu-predictor-77767c87c9" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-12T20:38:57Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-12T20:35:58Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'vllm-runtime', 'url': 'https://opt-125m-standard-cpu-opt-125m-standard-cpu.apps.ods-qe-psi-07.osp.rh-ods.com'}} [ocp_resources InferenceService] 2026-07-12T20:39:16.272458Z [info ] Wait until InferenceService opt-125m-standard-cpu is deleted [ocp_resources InferenceService] 2026-07-12T20:39:16.272606Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:39:17.302928Z [info ] Elapsed time: 1.0159211158752441 [0:00:01.015921] [timeout_sampler] 2026-07-12T20:39:17.303097Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-12T20:39:17.330729Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'creationTimestamp': '2026-07-12T20:35:58Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}}, 'f:labels': {'.': {}, 'f:opendatahub.io/dashboard': {}}}, 'f:spec': {'.': {}, 'f:annotations': {'.': {}, 'f:opendatahub.io/kserve-runtime': {}, 'f:prometheus.io/path': {}, 'f:prometheus.io/port': {}}, 'f:containers': {}, 'f:multiModel': {}, 'f:supportedModelFormats': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-12T20:35:58Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-standard-cpu', 'resourceVersion': '391370010', 'uid': 'b3e3deaf-a558-4a5a-a78c-1ff7f412ebdf'}, '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:c953143f67160cb6afc3439a788e4f314d31311eacc68c33ff934f69ff023ed7', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}]}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-12T20:39:17.346778Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-12T20:39:17.346928Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:39:17.359657Z [info ] Elapsed time: 3.838539123535156e-05 [0:00:00.000038] [timeout_sampler] 2026-07-12T20:39:17.359785Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-12T20:39:17.384843Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-standard-cpu', 'uid': 'efbbd7a4-f1f1-495c-a027-f82bcaf013d7', 'resourceVersion': '391370017', 'creationTimestamp': '2026-07-12T20:35:58Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-svcx8'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:35:58Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:imagePullSecrets': {}, 'f:metadata': {'f:annotations': {'f:openshift.io/internal-registry-pull-secret-ref': {}}}, 'f:secrets': {'k:{"name":"models-bucket-sa-dockercfg-svcx8"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:35:58Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-svcx8'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-svcx8'}]} [ocp_resources ServiceAccount] 2026-07-12T20:39:17.400075Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-12T20:39:17.400284Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:39:17.417858Z [info ] Elapsed time: 6.008148193359375e-05 [0:00:00.000060] [timeout_sampler] 2026-07-12T20:39:17.418005Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-12T20:39:17.449654Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-standard-cpu', 'uid': 'c59b681a-bad3-4520-bc2c-c762d23dffcc', 'resourceVersion': '391370012', 'creationTimestamp': '2026-07-12T20:35:58Z', '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': '2026-07-12T20:35:58Z', '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] 2026-07-12T20:39:17.465306Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-12T20:39:17.465447Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:39:17.479744Z [info ] Elapsed time: 9.489059448242188e-05 [0:00:00.000095] [timeout_sampler] 2026-07-12T20:39:17.528198Z [info ] Delete Namespace opt-125m-standard-cpu [ocp_resources Namespace] 2026-07-12T20:39:17.554520Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-standard-cpu', 'uid': '0dfd61d7-900d-43d5-9096-424ecd3da133', 'resourceVersion': '391370002', 'creationTimestamp': '2026-07-12T20:35:57Z', 'labels': {'kubernetes.io/metadata.name': 'opt-125m-standard-cpu', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c34,c29', 'openshift.io/sa.scc.supplemental-groups': '1001180000/10000', 'openshift.io/sa.scc.uid-range': '1001180000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:35:58Z', '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': '2026-07-12T20:35:57Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:35:57Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-12T20:39:17.572684Z [info ] Wait until Namespace opt-125m-standard-cpu is deleted [ocp_resources Namespace] 2026-07-12T20:39:17.572873Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] _ 6 of 8 completed, 6 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/vllm/probes/test_vllm_probes.py::TestVllmProbeHealth::test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] 2026-07-12T20:39:25.783035Z [info ] Elapsed time: 8.11895489692688 [0:00:08.118955] [timeout_sampler]  -------------------------- test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] -------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-12T20:39:25.785457Z [info ] Executing session fixture: s3_models_storage_uri [conftest] 2026-07-12T20:39:25.785673Z [info ] Executing class fixture: model_namespace [conftest] 2026-07-12T20:39:25.785812Z [info ] Create Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-12T20:39:25.785927Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Namespace', 'metadata': {'name': 'opt-125m-probes'}, 'spec': {}} [ocp_resources Namespace] 2026-07-12T20:39:25.817250Z [info ] Wait for Namespace opt-125m-probes status to be Active [ocp_resources Namespace] 2026-07-12T20:39:25.817449Z [info ] Waiting for 120 seconds [0:02:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_status.lambda: self.exists) [timeout_sampler] 2026-07-12T20:39:25.831926Z [info ] Status of Namespace opt-125m-probes is Active [ocp_resources Namespace] 2026-07-12T20:39:25.832081Z [info ] Elapsed time: 3.5762786865234375e-05 [0:00:00.000036] [timeout_sampler] 2026-07-12T20:39:25.832245Z [info ] Executing class fixture: probes_serving_runtime [conftest] 2026-07-12T20:39:25.832375Z [info ] kind: Template api version: template.openshift.io/v1 [ocp_resources.resource] 2026-07-12T20:39:25.872528Z [info ] kind: ServingRuntime api version: serving.kserve.io/v1alpha1 [ocp_resources.resource] 2026-07-12T20:39:25.872695Z [info ] Create ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-12T20:39:25.872860Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'labels': {'opendatahub.io/dashboard': 'true'}, 'name': 'vllm-runtime', 'namespace': 'opt-125m-probes'}, 'spec': {'annotations': {'opendatahub.io/kserve-runtime': 'vllm', 'prometheus.io/path': '/metrics', 'prometheus.io/port': '8080'}, 'containers': [{'args': ['--port=8080', '--model=/mnt/models', '--served-model-name={{.Name}}'], 'command': ['python', '-m', 'vllm.entrypoints.openai.api_server'], 'env': [{'name': 'HF_HOME', 'value': '/tmp/hf_home'}], 'image': 'registry.redhat.io/rhaii-early-access/vllm-cpu-rhel9@sha256:c953143f67160cb6afc3439a788e4f314d31311eacc68c33ff934f69ff023ed7', 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 120, 'periodSeconds': 10, 'timeoutSeconds': 10, 'failureThreshold': 12}, 'livenessProbe': {'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 180, 'periodSeconds': 30, 'timeoutSeconds': 10, 'failureThreshold': 10}}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-12T20:39:25.912044Z [info ] Executing class fixture: kserve_endpoint_s3_secret [conftest] 2026-07-12T20:39:25.912722Z [info ] Create Secret models-bucket-secret [ocp_resources Secret] 2026-07-12T20:39:25.912878Z [info ] Posting {'apiVersion': 'v1', 'kind': 'Secret', 'metadata': {'name': 'models-bucket-secret', 'annotations': {'serving.kserve.io/s3-endpoint': 's3.amazonaws.com/', 'serving.kserve.io/s3-region': 'us-east-1', 'serving.kserve.io/s3-useanoncredential': 'false', 'serving.kserve.io/s3-verifyssl': '0', 'serving.kserve.io/s3-usehttps': '1'}, 'namespace': 'opt-125m-probes'}, 'stringData': '*******'} [ocp_resources Secret] 2026-07-12T20:39:25.937602Z [info ] Wait until Secret models-bucket-secret is created [ocp_resources Secret] 2026-07-12T20:39:25.937752Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:39:25.949845Z [info ] Elapsed time: 3.719329833984375e-05 [0:00:00.000037] [timeout_sampler] 2026-07-12T20:39:25.949993Z [info ] Executing class fixture: vllm_model_service_account [conftest] 2026-07-12T20:39:25.950193Z [info ] Create ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-12T20:39:25.950345Z [info ] Posting {'apiVersion': 'v1', 'kind': 'ServiceAccount', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes'}, 'secrets': [{'name': 'models-bucket-secret'}]} [ocp_resources ServiceAccount] 2026-07-12T20:39:25.976449Z [info ] Executing class fixture: kserve_registry_pull_secret [conftest] 2026-07-12T20:39:25.976590Z [info ] Executing class fixture: vllm_probes_inference_service [conftest] 2026-07-12T20:39:25.990780Z [info ] kind: InferenceService api version: serving.kserve.io/v1beta1 [ocp_resources.resource] 2026-07-12T20:39:25.990942Z [info ] Create InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-12T20:39:25.991165Z [info ] Posting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'name': 'opt-125m-probes', 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'annotations': {'serving.kserve.io/deploymentMode': 'Standard'}, 'namespace': 'opt-125m-probes'}, 'spec': {'predictor': {'model': {'modelFormat': {'name': 'vLLM'}, 'version': None, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'resources': {'requests': {'cpu': '8', 'memory': '10Gi'}, 'limits': {'cpu': '16', 'memory': '16Gi'}}, 'volumeMounts': [{'name': 'shared-memory', 'mountPath': '/dev/shm'}, {'name': 'tmp', 'mountPath': '/tmp'}, {'name': 'home', 'mountPath': '/home/vllm'}], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}]}, 'minReplicas': 1, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'name': 'shared-memory', 'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}}, {'name': 'tmp', 'emptyDir': {}}, {'name': 'home', 'emptyDir': {}}]}}} [ocp_resources InferenceService] 2026-07-12T20:39:26.055391Z [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] 2026-07-12T20:39:26.054877Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-12T20:39:27.079815Z [info ] Waiting for pods to be created [utilities.infra] name=utilities.infra 2026-07-12T20:39:27.118193Z [info ] Elapsed time: 1.0249698162078857 [0:00:01.024970] [timeout_sampler] 2026-07-12T20:39:27.133642Z [info ] Verifying no failed pods  [utilities.infra] name=utilities.infra 2026-07-12T20:39:27.134449Z [info ] Waiting for 1199.9999990463257 seconds [0:19:59.999999], retry every 10 seconds. (Function: utilities.infra.get_pods_by_isvc_label Kwargs: {'client': , 'isvc': , 'runtime_name': 'vllm-runtime'}) [timeout_sampler] 2026-07-12T20:41:38.154181Z [info ] Elapsed time: 130.95457553863525 [0:02:10.954576] [timeout_sampler] 2026-07-12T20:41:38.169589Z [info ] Waiting for 1067.8857860565186 seconds [0:17:47.885786], retry every 5 seconds. (Function: ocp_resources.resource.get Kwargs: {'label_selector': 'serving.kserve.io/inferenceservice=opt-125m-probes', 'client': , 'namespace': 'opt-125m-probes'}) [timeout_sampler] 2026-07-12T20:41:38.182763Z [info ] Elapsed time: 5.6743621826171875e-05 [0:00:00.000057] [timeout_sampler] 2026-07-12T20:41:38.182340Z [info ] Waiting for inference deployment replicas to complete [utilities.infra] name=utilities.infra 2026-07-12T20:41:38.221049Z [info ] Waiting for 1067.834501028061 seconds [0:17:47.834501], retry every 5 seconds. (Function: utilities.infra..lambda: deployment.instance) [timeout_sampler] 2026-07-12T20:41:38.233632Z [info ] Elapsed time: 9.775161743164062e-05 [0:00:00.000098] [timeout_sampler] 2026-07-12T20:41:38.233797Z [info ] Wait for Deployment opt-125m-probes-predictor to be deployed: True [ocp_resources Deployment] 2026-07-12T20:41:38.233941Z [info ] Waiting for 1067.8215959072113 seconds [0:17:47.821596], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.exists) [timeout_sampler] 2026-07-12T20:41:38.246137Z [info ] Elapsed time: 2.9087066650390625e-05 [0:00:00.000029] [timeout_sampler] 2026-07-12T20:41:38.246350Z [info ] Waiting for 1067.8091592788696 seconds [0:17:47.809159], retry every 1 seconds. (Function: ocp_resources.deployment.wait_for_replicas.lambda: self.instance) [timeout_sampler] 2026-07-12T20:41:38.259001Z [info ] Elapsed time: 3.62396240234375e-05 [0:00:00.000036] [timeout_sampler] 2026-07-12T20:41:38.259237Z [info ] Wait for InferenceService/opt-125m-probes's 'Ready' condition to be 'True' [ocp_resources InferenceService] 2026-07-12T20:41:38.259380Z [info ] Wait until InferenceService opt-125m-probes is created [ocp_resources InferenceService] 2026-07-12T20:41:38.259507Z [info ] Waiting for 1067.796246767044 seconds [0:17:47.796247], retry every 1 seconds. (Function: ocp_resources.resource.wait.lambda: self.exists) [timeout_sampler] 2026-07-12T20:41:38.272146Z [info ] Elapsed time: 2.7418136596679688e-05 [0:00:00.000027] [timeout_sampler] 2026-07-12T20:41:38.272345Z [info ] Waiting for 1067.7831597328186 seconds [0:17:47.783160], retry every 1 seconds. (Function: ocp_resources.resource.wait_for_condition.lambda: self.instance) [timeout_sampler] 2026-07-12T20:41:38.284531Z [info ] Elapsed time: 3.600120544433594e-05 [0:00:00.000036] [timeout_sampler] 2026-07-12T20:41:38.299853Z [info ] Waiting for 1067.7554149627686 seconds [0:17:47.755415], retry every 5 seconds. (Function: utilities.inference_utils._is_model_loaded) [timeout_sampler] 2026-07-12T20:41:38.312431Z [info ] Elapsed time: 5.078315734863281e-05 [0:00:00.000051] [timeout_sampler] 2026-07-12T20:41:38.325518Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-12T20:41:38.338484Z [info ] Executing function fixture: vllm_probes_pod_resource [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- 2026-07-12T20:41:38.428477Z [info ] Execute ['curl', '-s', '-o', '/dev/null', '-w', '%{http_code}', '--max-time', '15', 'http://localhost:8080/health'] on opt-125m-probes-predictor-64d6499cd8-jrkrl (ods-qe-psi-07-b4mqp-worker-0-jd4pm) [ocp_resources Pod] PASSED _ 7 of 8 completed, 7 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ tests/model_serving/model_runtime/vllm/probes/test_vllm_probes.py::TestVllmProbeHealth::test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes]  TEST: TestVllmProbeHealth.test_vllm_readiness_probe[test_vllm_opt_125m_standard_cpu_probes] STATUS: PASSED ------------------------------------------------------- TEARDOWN -------------------------------------------------------  --------------------------- test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes] --------------------------- -------------------------------------------------------- SETUP -------------------------------------------------------- 2026-07-12T20:41:38.541216Z [info ] Executing function fixture: skip_if_not_probes_raw_deployment [conftest] 2026-07-12T20:41:38.560582Z [info ] Executing function fixture: vllm_probes_pod_resource [conftest] --------------------------------------------------------- CALL --------------------------------------------------------- PASSED TEST: TestVllmProbeHealth.test_vllm_liveness_probe[test_vllm_opt_125m_standard_cpu_probes] STATUS: PASSED ------------------------------------------------------- TEARDOWN ------------------------------------------------------- 2026-07-12T20:41:38.746037Z [info ] Delete InferenceService opt-125m-probes [ocp_resources InferenceService] 2026-07-12T20:41:38.778655Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1beta1', 'kind': 'InferenceService', 'metadata': {'annotations': {'modelFormat': 'vLLM', 'serving.kserve.io/deploymentMode': 'Standard'}, 'creationTimestamp': '2026-07-12T20:39:26Z', 'finalizers': ['odh.inferenceservice.finalizers', 'inferenceservice.finalizers'], 'generation': 1, 'labels': {'networking.kserve.io/visibility': 'exposed'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:serving.kserve.io/deploymentMode': {}}, 'f:labels': {'.': {}, 'f:networking.kserve.io/visibility': {}}}, 'f:spec': {'.': {}, 'f:predictor': {'.': {}, 'f:minReplicas': {}, 'f:model': {'.': {}, 'f:args': {}, 'f:env': {'.': {}, 'k:{"name":"OMP_NUM_THREADS"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_CPU_KVCACHE_SPACE"}': {'.': {}, 'f:name': {}, 'f:value': {}}, 'k:{"name":"VLLM_WORKER_MULTIPROC_METHOD"}': {'.': {}, 'f:name': {}, 'f:value': {}}}, 'f:modelFormat': {'.': {}, 'f:name': {}}, 'f:resources': {'.': {}, 'f:limits': {'.': {}, 'f:cpu': {}, 'f:memory': {}}, 'f:requests': {'.': {}, 'f:cpu': {}, 'f:memory': {}}}, 'f:runtime': {}, 'f:storageUri': {}, 'f:volumeMounts': {'.': {}, 'k:{"mountPath":"/dev/shm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/home/vllm"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}, 'k:{"mountPath":"/tmp"}': {'.': {}, 'f:mountPath': {}, 'f:name': {}}}}, 'f:serviceAccountName': {}, 'f:volumes': {}}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-12T20:39:25Z'}, {'apiVersion': 'serving.kserve.io/v1beta1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:finalizers': {'.': {}, 'v:"inferenceservice.finalizers"': {}, 'v:"odh.inferenceservice.finalizers"': {}}}}, 'manager': 'manager', 'operation': 'Update', 'time': '2026-07-12T20:39:26Z'}, {'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': '2026-07-12T20:41:37Z'}], 'name': 'opt-125m-probes', 'namespace': 'opt-125m-probes', 'resourceVersion': '391375750', 'uid': 'fc4815e7-682a-4128-82de-c888f8a4f514'}, 'spec': {'predictor': {'automountServiceAccountToken': False, 'minReplicas': 1, 'model': {'args': ['--model=/mnt/models', '--uvicorn-log-level=debug', '--enforce-eager', '--max-model-len=256', '--max-num-seqs=20'], 'env': [{'name': 'VLLM_CPU_KVCACHE_SPACE', 'value': '4'}, {'name': 'VLLM_WORKER_MULTIPROC_METHOD', 'value': 'spawn'}, {'name': 'OMP_NUM_THREADS', 'value': '8'}], 'modelFormat': {'name': 'vLLM'}, 'name': '', 'protocolVersion': 'v2', 'resources': {'limits': {'cpu': '16', 'memory': '16Gi'}, 'requests': {'cpu': '8', 'memory': '10Gi'}}, 'runtime': 'vllm-runtime', 'storageUri': 's3://mlflow-e2e/opt-125m/', 'volumeMounts': [{'mountPath': '/dev/shm', 'name': 'shared-memory'}, {'mountPath': '/tmp', 'name': 'tmp'}, {'mountPath': '/home/vllm', 'name': 'home'}]}, 'serviceAccountName': 'models-bucket-sa', 'volumes': [{'emptyDir': {'medium': 'Memory', 'sizeLimit': '32Gi'}, 'name': 'shared-memory'}, {'emptyDir': {}, 'name': 'tmp'}, {'emptyDir': {}, 'name': 'home'}]}}, 'status': {'address': {'url': 'http://opt-125m-probes-predictor.opt-125m-probes.svc.cluster.local:8080'}, 'components': {'predictor': {'url': 'http://opt-125m-probes-predictor-opt-125m-probes.example.com'}}, 'conditions': [{'lastTransitionTime': '2026-07-12T20:39:26Z', 'status': 'True', 'type': 'IngressReady'}, {'lastTransitionTime': '2026-07-12T20:41:37Z', 'message': 'ReplicaSet "opt-125m-probes-predictor-64d6499cd8" has successfully progressed.', 'reason': 'NewReplicaSetAvailable', 'status': 'True', 'type': 'PredictorReady'}, {'lastTransitionTime': '2026-07-12T20:41:37Z', 'status': 'True', 'type': 'Ready'}, {'lastTransitionTime': '2026-07-12T20:39:26Z', 'severity': 'Info', 'status': 'False', 'type': 'Stopped'}], 'deploymentMode': 'Standard', 'modelStatus': {'copies': {'failedCopies': 0, 'totalCopies': 1}, 'states': {'activeModelState': 'Loaded', 'targetModelState': 'Loaded'}, 'transitionStatus': 'UpToDate'}, 'observedGeneration': 1, 'servingRuntimeName': 'vllm-runtime', 'url': 'https://opt-125m-probes-opt-125m-probes.apps.ods-qe-psi-07.osp.rh-ods.com'}} [ocp_resources InferenceService] 2026-07-12T20:41:38.796918Z [info ] Wait until InferenceService opt-125m-probes is deleted [ocp_resources InferenceService] 2026-07-12T20:41:38.797049Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:41:39.823722Z [info ] Elapsed time: 1.0126609802246094 [0:00:01.012661] [timeout_sampler] 2026-07-12T20:41:39.823957Z [info ] Delete ServiceAccount models-bucket-sa [ocp_resources ServiceAccount] 2026-07-12T20:41:39.848984Z [info ] Deleting {'kind': 'ServiceAccount', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-sa', 'namespace': 'opt-125m-probes', 'uid': '20f19dab-6312-4e74-82f3-1e8dbb841d2d', 'resourceVersion': '391373529', 'creationTimestamp': '2026-07-12T20:39:25Z', 'annotations': {'openshift.io/internal-registry-pull-secret-ref': 'models-bucket-sa-dockercfg-4fp8p'}, 'managedFields': [{'manager': 'openshift.io/image-registry-pull-secrets_service-account-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:39:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:imagePullSecrets': {}, 'f:metadata': {'f:annotations': {'f:openshift.io/internal-registry-pull-secret-ref': {}}}, 'f:secrets': {'k:{"name":"models-bucket-sa-dockercfg-4fp8p"}': {}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:39:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:secrets': {'.': {}, 'k:{"name":"models-bucket-secret"}': {}}}}]}, 'secrets': [{'name': 'models-bucket-secret'}, {'name': 'models-bucket-sa-dockercfg-4fp8p'}], 'imagePullSecrets': [{'name': 'models-bucket-sa-dockercfg-4fp8p'}]} [ocp_resources ServiceAccount] 2026-07-12T20:41:39.864392Z [info ] Wait until ServiceAccount models-bucket-sa is deleted [ocp_resources ServiceAccount] 2026-07-12T20:41:39.864557Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:41:39.877258Z [info ] Elapsed time: 7.915496826171875e-05 [0:00:00.000079] [timeout_sampler] 2026-07-12T20:41:39.877408Z [info ] Delete Secret models-bucket-secret [ocp_resources Secret] 2026-07-12T20:41:39.907375Z [info ] Deleting {'kind': 'Secret', 'apiVersion': 'v1', 'metadata': {'name': 'models-bucket-secret', 'namespace': 'opt-125m-probes', 'uid': '5cd1fbc2-dfbe-4ca5-b6fb-dc7400112fc9', 'resourceVersion': '391373527', 'creationTimestamp': '2026-07-12T20:39:25Z', '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': '2026-07-12T20:39:25Z', '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] 2026-07-12T20:41:39.922476Z [info ] Wait until Secret models-bucket-secret is deleted [ocp_resources Secret] 2026-07-12T20:41:39.922630Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:41:39.935556Z [info ] Elapsed time: 7.724761962890625e-05 [0:00:00.000077] [timeout_sampler] 2026-07-12T20:41:39.935705Z [info ] Delete ServingRuntime vllm-runtime [ocp_resources ServingRuntime] 2026-07-12T20:41:39.962639Z [info ] Deleting {'apiVersion': 'serving.kserve.io/v1alpha1', 'kind': 'ServingRuntime', 'metadata': {'annotations': {'opendatahub.io/runtime-version': 'v0.21.0', 'openshift.io/display-name': 'vLLM CPU (x86) ServingRuntime for KServe'}, 'creationTimestamp': '2026-07-12T20:39:25Z', 'generation': 1, 'labels': {'opendatahub.io/dashboard': 'true'}, 'managedFields': [{'apiVersion': 'serving.kserve.io/v1alpha1', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:opendatahub.io/runtime-version': {}, 'f:openshift.io/display-name': {}}, 'f:labels': {'.': {}, 'f:opendatahub.io/dashboard': {}}}, 'f:spec': {'.': {}, 'f:annotations': {'.': {}, 'f:opendatahub.io/kserve-runtime': {}, 'f:prometheus.io/path': {}, 'f:prometheus.io/port': {}}, 'f:containers': {}, 'f:multiModel': {}, 'f:supportedModelFormats': {}}}, 'manager': 'OpenAPI-Generator', 'operation': 'Update', 'time': '2026-07-12T20:39:25Z'}], 'name': 'vllm-runtime', 'namespace': 'opt-125m-probes', 'resourceVersion': '391373525', 'uid': '897fdadd-6ccb-4375-8826-94b017a88ab0'}, '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:c953143f67160cb6afc3439a788e4f314d31311eacc68c33ff934f69ff023ed7', 'livenessProbe': {'failureThreshold': 10, 'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 180, 'periodSeconds': 30, 'timeoutSeconds': 10}, 'name': 'kserve-container', 'ports': [{'containerPort': 8080, 'protocol': 'TCP'}], 'readinessProbe': {'failureThreshold': 12, 'httpGet': {'path': '/health', 'port': 8080, 'scheme': 'HTTP'}, 'initialDelaySeconds': 120, 'periodSeconds': 10, 'timeoutSeconds': 10}}], 'multiModel': False, 'supportedModelFormats': [{'autoSelect': True, 'name': 'vLLM'}]}} [ocp_resources ServingRuntime] 2026-07-12T20:41:39.977625Z [info ] Wait until ServingRuntime vllm-runtime is deleted [ocp_resources ServingRuntime] 2026-07-12T20:41:39.977843Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:41:39.990671Z [info ] Elapsed time: 3.981590270996094e-05 [0:00:00.000040] [timeout_sampler] 2026-07-12T20:41:40.039227Z [info ] Delete Namespace opt-125m-probes [ocp_resources Namespace] 2026-07-12T20:41:40.064930Z [info ] Deleting {'kind': 'Namespace', 'apiVersion': 'v1', 'metadata': {'name': 'opt-125m-probes', 'uid': 'd7f23ed8-f1b2-4c50-9a84-695021603c05', 'resourceVersion': '391373516', 'creationTimestamp': '2026-07-12T20:39:25Z', 'labels': {'kubernetes.io/metadata.name': 'opt-125m-probes', 'pod-security.kubernetes.io/audit': 'restricted', 'pod-security.kubernetes.io/audit-version': 'latest', 'pod-security.kubernetes.io/warn': 'restricted', 'pod-security.kubernetes.io/warn-version': 'latest'}, 'annotations': {'openshift.io/sa.scc.mcs': 's0:c35,c0', 'openshift.io/sa.scc.supplemental-groups': '1001190000/10000', 'openshift.io/sa.scc.uid-range': '1001190000/10000', 'security.openshift.io/MinimallySufficientPodSecurityStandard': 'restricted'}, 'managedFields': [{'manager': 'pod-security-admission-label-synchronization-controller', 'operation': 'Apply', 'apiVersion': 'v1', 'time': '2026-07-12T20:39:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'f:security.openshift.io/MinimallySufficientPodSecurityStandard': {}}, 'f:labels': {'f:pod-security.kubernetes.io/audit': {}, 'f:pod-security.kubernetes.io/audit-version': {}, 'f:pod-security.kubernetes.io/warn': {}, 'f:pod-security.kubernetes.io/warn-version': {}}}}}, {'manager': 'OpenAPI-Generator', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:39:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:labels': {'.': {}, 'f:kubernetes.io/metadata.name': {}}}}}, {'manager': 'cluster-policy-controller', 'operation': 'Update', 'apiVersion': 'v1', 'time': '2026-07-12T20:39:25Z', 'fieldsType': 'FieldsV1', 'fieldsV1': {'f:metadata': {'f:annotations': {'.': {}, 'f:openshift.io/sa.scc.mcs': {}, 'f:openshift.io/sa.scc.supplemental-groups': {}, 'f:openshift.io/sa.scc.uid-range': {}}}}}]}, 'spec': {'finalizers': ['kubernetes']}, 'status': {'phase': 'Active'}} [ocp_resources Namespace] 2026-07-12T20:41:40.080885Z [info ] Wait until Namespace opt-125m-probes is deleted [ocp_resources Namespace] 2026-07-12T20:41:40.081024Z [info ] Waiting for 240 seconds [0:04:00], retry every 1 seconds. (Function: ocp_resources.resource.wait_deleted.lambda: self.exists) [timeout_sampler] 2026-07-12T20:41:48.199586Z [info ] Elapsed time: 8.104194641113281 [0:00:08.104195] [timeout_sampler] _ 8 of 8 completed, 8 Pass, 0 Fail, 0 Skip, 0 XPass, 0 XFail, 0 Error, 0 ReRun _ ========== 8 passed, 48 deselected, 748 warnings in 869.38s (0:14:29) ========== =============================== warnings summary =============================== tests/model_serving/model_runtime/mlserver/model_car/test_mlserver_model_car.py: 5 warnings tests/model_serving/model_runtime/openvino/test_ovms_model_deployment.py: 86 warnings tests/model_serving/model_runtime/openvino/test_ovms_smoke.py: 67 warnings tests/model_serving/model_runtime/triton/S3/test_triton_grpc.py: 154 warnings tests/model_serving/model_runtime/triton/S3/test_triton_rest.py: 150 warnings tests/model_serving/model_runtime/vllm/cpu/cpu_x86/test_vllm_cpu_s3_inference.py: 153 warnings tests/model_serving/model_runtime/vllm/probes/test_vllm_probes.py: 133 warnings /workspace/tests-shared/tests-payload/.tools/python/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'api.ods-qe-psi-07.osp.rh-ods.com'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings warnings.warn( -- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html - generated xml file: /workspace/tests-shared/tests-payload/results/model_runtime-smoke.xml - ========== 8 passed, 48 deselected, 748 warnings in 869.39s (0:14:29) ==========