Added Tensorflow model REST protocol test on triton for Kserve #1846

Raghul-M · 2024-09-23T05:00:56Z

No description provided.

...odel_serving/1009__model_serving_triton_on_kserve/1009__model_serving_triton_on_kserve.robot

-
+${INFERENCE_REST_INPUT_TENSORFLOW}=    @tests/Resources/Files/triton/kserve-triton-tensorflow-rest-input.json
+${TENSORFLOW_RUNTIME_FILEPATH}=    ${RESOURCES_DIRPATH}/triton_tensorflow_rest_servingruntime.yaml
+${EXPECTED_INFERENCE_REST_OUTPUT_FILE_TENSORFLOW}=       tests/Resources/Files/triton/kserve-triton-tensorflow-rest-output.json


...odel_serving/1009__model_serving_triton_on_kserve/1009__model_serving_triton_on_kserve.robot

+    ...    data_connection=model-serving-connection    path=triton_resnet/model_repository/    model_framework=tensorflow - 2
+    Wait For Pods To Be Ready    label_selector=serving.kserve.io/inferenceservice=${ONNX_MODEL_LABEL}
+    ...    namespace=${PRJ_TITLE}
+    ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW}=     Load Json File     file_path=${EXPECTED_INFERENCE_REST_OUTPUT_FILE_TENSORFLOW}


...odel_serving/1009__model_serving_triton_on_kserve/1009__model_serving_triton_on_kserve.robot

github-actions · 2024-09-23T05:05:08Z

Robot Results

✅ Passed	❌ Failed	⏭️ Skipped	Total	Pass %
548	0	0	548	100

bdattoma · 2024-09-23T14:08:24Z

ods_ci/tests/Resources/Files/triton/kserve-triton-tensorflow-output.json

@@ -0,0 +1 @@
+{"model_name":"resnet50","model_version":"1","outputs":[{"name":"output__0","datatype":"FP32","shape":[1,1000,1,1],"data":[-2.0247793197631836,-0.9921608567237854,-0.05299587547779083,-0.41587281227111816,-0.7928302884101868,-1.1406428813934326,-0.854307234287262,-1.020595908164978,-1.333804965019226,-1.036041259765625,0.3704487681388855,1.081409215927124,0.6524502038955688,1.0303505659103394,-0.2501419484615326,0.4022282660007477,0.7712092399597168,-0.31191572546958923,0.9340399503707886,1.1759955883026123,-0.6011471748352051,1.5368283987045288,1.0316851139068604,1.2842328548431396,0.5333061814308167,-0.5786338448524475,-0.5359994173049927,0.3048454821109772,0.011570842936635017,-1.727175235748291,-2.660287380218506,-0.06341726332902908,-2.4711861610412598,-1.6360716819763184,0.2401006668806076,-1.9610031843185425,-0.7015184760093689,-1.713377833366394,0.8035755157470703,-0.7349295616149902,0.10919835418462753,-0.983664333820343,0.4983326494693756,-0.25582194328308105,0.45230066776275635,0.3856111764907837,0.2813134789466858,-1.4142862558364868,-0.7714354395866394,-1.5171056985855103,1.0013935565948486,-1.2239973545074463,0.40928423404693604,-0.20218047499656677,0.2662369906902313,-0.6056059002876282,-0.12249699234962463,-0.3268387019634247,-0.6640905141830444,0.6670411825180054,0.722800076007843,0.4649980068206787,-0.27542224526405334,0.1382571905851364,0.46496137976646423,0.20428290963172913,0.7233375310897827,-0.2560654878616333,1.053549885749817,3.579087734222412,0.05920775234699249,2.4844448566436768,-0.0867457166314125,1.4617496728897095,-0.07509591430425644,2.1603357791900635,0.7267593145370483,1.970470666885376,3.135693073272705,3.8296079635620117,1.0243455171585083,1.2682546377182007,0.22456781566143036,0.26896485686302185,-0.4969382584095001,1.3749146461486816,-0.26176539063453674,1.890173316001892,0.2533363103866577,1.6064037084579468,-0.7522174715995789,0.20337402820587158,1.4124077558517456,0.43283557891845703,1.018230676651001,-1.850403070449829,0.36746925115585327,-1.614242434501648,0.37772810459136963,0.7593181729316711,0.1872769445180893,-0.48240330815315247,0.007280305027961731,0.9506487846374512,-0.7945019602775574,-1.245593786239624,-1.0462896823883057,-0.6869955062866211,-2.419619560241699,-1.2921690940856934,0.40995079278945923,2.229761838912964,-0.313252329826355,0.5769896507263184,0.9176836609840393,-2.982309579849243,-1.47837233543396,-0.46886739134788513,-1.9136414527893066,-2.839846134185791,-0.4488708972930908,-3.235321044921875,-2.6617515087127686,-2.5031747817993164,-2.6059908866882324,-1.2883391380310059,1.3086291551589966,1.0314247608184814,1.9910576343536377,-0.2607671320438385,-1.7249555587768555,-0.39792779088020325,0.26989123225212097,0.31467992067337036,0.021849794313311577,0.01402416080236435,-1.7918519973754883,0.7959520816802979,1.6831145286560059,-0.413263201713562,-0.042633965611457825,0.6920806765556335,-0.46043461561203003,0.46024665236473083,-0.6324272751808167,0.7179017663002014,0.9212760925292969,-0.1878172904253006,-0.9259064793586731,-1.5427930355072021,-1.0737874507904053,0.9618874788284302,-1.5437027215957642,0.0726296529173851,-0.6011502146720886,-0.7654620409011841,-1.1695395708084106,-0.46508079767227173,-0.6201334595680237,-0.33738821744918823,-1.8491308689117432,-0.5275655388832092,-0.21382512152194977,-0.9397990107536316,0.17965246737003326,-0.642216145992279,-1.0935295820236206,-2.226257085800171,-1.0807453393936157,-0.649274468421936,-1.7311440706253052,-0.021125581115484238,-0.7605778574943542,-0.5685591697692871,-1.0461251735687256,-1.8380467891693115,-2.2596352100372314,-1.1328575611114502,-0.2095850259065628,-1.4646183252334595,-1.4853655099868774,-0.836053192615509,-0.8549250960350037,-0.4841022193431854,-1.5710853338241577,-0.8663458824157715,-1.0455687046051025,0.6740971207618713,-1.7827873229980469,-0.2086527794599533,-0.6039509773254395,-1.0741474628448486,-0.5862270593643188,-0.20074115693569183,-1.670734167098999,0.18080966174602509,-1.4527920484542847,-2.6436569690704346,-2.4497368335723877,-0.9529370069503784,-1.5425399541854858,-1.3601341247558594,0.5146624445915222,-0.4231233298778534,-0.9336349964141846,-1.8899770975112915,-1.3611080646514893,-1.8001070022583008,-1.0033941268920898,-1.0587127208709717,-1.293064832687378,-1.2475117444992065,-1.5562434196472168,-1.6115546226501465,-1.365669846534729,-0.5865814685821533,-0.48000332713127136,-0.7910575270652771,-1.731697678565979,-1.4630777835845947,-2.3271732330322266,-0.8049450516700745,-1.8952351808547974,-0.6197623014450073,-1.6051105260849,-0.4585658013820648,-2.6589746475219727,-1.3504855632781982,-1.431890606880188,-1.1998066902160645,-1.4237040281295776,-1.5002014636993408,-1.0568926334381104,-2.50357723236084,-1.0262733697891235,-0.5603089332580566,0.031941547989845276,0.9071351289749146,-0.6022788286209106,-2.054044723510742,-1.6060106754302979,-0.7883329391479492,-0.9934788346290588,-0.7039735317230225,-2.7580127716064453,0.07733438909053802,-0.4339299201965332,-1.1342341899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maybe better to add a reference to the model name in the input and output filenames

bdattoma · 2024-09-23T14:27:49Z

ods_ci/tests/Resources/Files/triton/triton_tensorflow_rest_servingruntime.yaml

@@ -0,0 +1,54 @@
+apiVersion: serving.kserve.io/v1alpha1


this one seems the same as https://github.com/red-hat-data-services/ods-ci/pull/1841/files.
Is it possible to avoid the duplication and use one single file?

...odel_serving/1009__model_serving_triton_on_kserve/1009__model_serving_triton_on_kserve.robot

+    ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW}=     Load Json File     file_path=${EXPECTED_INFERENCE_REST_OUTPUT_FILE_TENSORFLOW}
+    ...     as_string=${TRUE}
+    Run Keyword And Continue On Failure    Verify Model Inference With Retries
+    ...    ${TENSORFLOW_MODEL_NAME}    ${INFERENCE_REST_INPUT_TENSORFLOW}    ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW}


...odel_serving/1009__model_serving_triton_on_kserve/1009__model_serving_triton_on_kserve.robot

sonarcloud · 2024-10-04T09:20:31Z

Quality Gate passed

Issues
0 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarCloud

ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource

@@ -265,14 +265,17 @@
    ...    set to ${TRUE}.
    [Arguments]    ${model_name}    ${inference_input}    ${token_auth}=${FALSE}   ${project_title}=${NONE}
    ...    ${kserve_mode}=Serverless   ${deployment_mode}=UI   ${service_port}=8888   ${end_point}=${NONE}
-    ...    ${service_account_name}=${NONE}    ${token}=${NONE}
+    ...    ${service_account_name}=default-name    ${token}=${NONE}      ${application_type}=${FALSE}


ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource

@@ -328,15 +331,15 @@
    [Documentation]    Verifies that the inference result of a model is equal to an expected output
    [Arguments]    ${model_name}    ${inference_input}    ${expected_inference_output}    ${token_auth}=${FALSE}
    ...    ${project_title}=${NONE}    ${deployment_mode}=UI    ${kserve_mode}=Serverless
-    ...    ${service_port}=${NONE}   ${end_point}=${NONE}    ${token}=${NONE}
+    ...    ${service_port}=${NONE}   ${end_point}=${NONE}    ${token}=${NONE}      ${application_type}=${FALSE}


ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource

@@ -358,9 +361,9 @@
    ...                This is a temporary mitigation meanwhile we find a better way to check the model
    [Arguments]    ${model_name}    ${inference_input}    ${expected_inference_output}    ${token_auth}=${FALSE}
    ...            ${project_title}=${NONE}    ${retries}=${5}     ${deployment_mode}=UI    ${kserve_mode}=Serverless
-    ...            ${service_port}=${NONE}   ${end_point}=${NONE}
+    ...            ${service_port}=${NONE}   ${end_point}=${NONE}   ${application_type}=${FALSE}


ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource

    ${status}=    Run Keyword And Return Status    Verify Model Inference    ${model_name}    ${inference_input}
-    ...    ${expected_inference_output}    ${token_auth}    ${project_title}    ${deployment_mode}
+    ...    ${expected_inference_output}    ${token_auth}    ${project_title}    ${deployment_mode}     application_type=${application_type}


Raghul-M · 2024-10-04T09:32:18Z

Verified with Jenkins Build 689

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Added Tensorflow model REST protocol test on triton for Kserve #1846

Added Tensorflow model REST protocol test on triton for Kserve #1846

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		@@ -0,0 +1 @@
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Added Tensorflow model REST protocol test on triton for Kserve #1846

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Added Tensorflow model REST protocol test on triton for Kserve #1846

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Raghul-M commented Sep 23, 2024

github-actions bot commented Sep 23, 2024 • edited Loading

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sonarcloud bot commented Oct 4, 2024

Quality Gate passed

Raghul-M commented Oct 4, 2024

github-actions bot commented Sep 23, 2024 •

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