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Added FIL model REST protocol test on triton for Modelmesh #2038

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Added FIL model REST protocol test on triton for Modelmesh #2038

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81c2549
Added FIL model REST protocol test on triton for Modelmesh
rpancham Nov 15, 2024
b65f167
Modified test case name
rpancham Nov 19, 2024
8e2f142
resolve merge conflicts
rpancham Dec 3, 2024
90fe951
comment line
rpancham Dec 4, 2024
8e43baa
fix
rpancham Dec 4, 2024
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1 change: 1 addition & 0 deletions ods_ci/tests/Resources/Files/triton/modelmesh-triton-fil-input.json
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{"inputs":[{"name":"input__0","shape":[1,393],"datatype":"FP32","data":[0.3284832835197449,0.8268185257911682,0.78487628698349,0.9519302845001221,0.12701496481895447,0.5136651992797852,0.6298874020576477,0.45734643936157227,0.9838705658912659,0.20956359803676605,0.8379985690116882,0.5718668103218079,0.019412444904446602,0.38271811604499817,0.6325977444648743,0.03927919268608093,0.48838457465171814,0.4702889323234558,0.4560658633708954,0.6781136989593506,0.5536667704582214,0.4988061487674713,0.12478730827569962,0.1059209406375885,0.20966315269470215,0.4273585081100464,0.653721034526825,0.45579633116722107,0.14691787958145142,0.33020544052124023,0.05173210799694061,0.11969181895256042,0.16853050887584686,0.4049186110496521,0.755652666091919,0.7312496900558472,0.10803086310625076,0.457566499710083,0.3736112415790558,0.1936161369085312,0.8652274012565613,0.4038611948490143,0.5566637516021729,0.06435327231884003,0.566157877445221,0.6998145580291748,0.15337392687797546,0.6230511665344238,0.7362670302391052,0.5723153352737427,0.6682037115097046,0.3011724650859833,0.042016711086034775,0.6602086424827576,0.5835669040679932,0.0284038707613945,0.1020161584019661,0.1951567679643631,0.4169561266899109,0.6155021786689758,0.2703559100627899,0.07744283229112625,0.051553454250097275,0.46595120429992676,0.38126346468925476,0.8140078186988831,0.6293876767158508,0.9310184717178345,0.7771000266075134,0.2593490481376648,0.2669752538204193,0.5493547916412354,0.017035549506545067,0.6309475898742676,0.7316464185714722,0.6175021529197693,0.7201271057128906,0.08383309096097946,0.9262048006057739,0.43735557794570923,0.3239584267139435,0.047336988151073456,0.36462053656578064,0.7607018947601318,0.8412635326385498,0.9601210951805115,0.6327416896820068,0.8613588213920593,0.24567070603370667,0.5343116521835327,0.828964114189148,0.8069473505020142,0.40954720973968506,0.4407307207584381,0.8217458128929138,0.8649827241897583,0.555292010307312,0.8169907927513123,0.9104942083358765,0.3510514795780182,0.313764363527298,0.706859827041626,0.2965836524963379,0.40725183486938477,0.5099840760231018,0.132075235247612,0.43063321709632874,0.3924606144428253,0.28096944093704224,0.32640188932418823,0.7225360870361328,0.5635764598846436,0.5840679407119751,0.7885806560516357,0.21381767094135284,0.8454336524009705,0.17979982495307922,0.5565366148948669,0.23402656614780426,0.7756942510604858,0.03492642194032669,0.5121867060661316,0.557293713092804,0.6212375164031982,0.6052588224411011,0.9269223809242249,0.305753618478775,0.45190030336380005,0.6436784863471985,0.7278525233268738,0.5478901863098145,0.9916322231292725,0.9576631188392639,0.07307152450084686,0.19526472687721252,0.949763834476471,0.6788548827171326,0.33683764934539795,0.6835283041000366,0.6119109988212585,0.25176212191581726,0.220492884516716,0.7287231087684631,0.9773213267326355,0.6861571669578552,0.7782228589057922,0.06823815405368805,0.9881873726844788,0.6924068331718445,0.1236552745103836,0.40915706753730774,0.6072324514389038,0.1805514097213745,0.4088282883167267,0.7606160044670105,0.27846649289131165,0.4318022131919861,0.10575707256793976,0.4982239305973053,0.14627672731876373,0.14424724876880646,0.7654518485069275,0.4624658226966858,0.027059316635131836,0.48425596952438354,0.5849552750587463,0.531979501247406,0.33964803814888,0.6425493359565735,0.10979773104190826,0.5976448655128479,0.9113814234733582,0.6277787089347839,0.43358638882637024,0.023739399388432503,0.6573179960250854,0.8587101101875305,0.2997402548789978,0.6855675578117371,0.2859164774417877,0.38119083642959595,0.8460462689399719,0.7710570096969604,0.3703351318836212,0.5643764138221741,0.5831498503684998,0.8303821086883545,0.8836601376533508,0.8476974964141846,0.9472933411598206,0.25329846143722534,0.11601176112890244,0.9747433066368103,0.34176814556121826,0.8251526355743408,0.17527931928634644,0.5483436584472656,0.8419793248176575,0.9838578701019287,0.07968159765005112,0.09145355969667435,0.826462984085083,0.23544777929782867,0.3038272559642792,0.8828607201576233,0.344532310962677,0.2766166627407074,0.057731930166482925,0.7391823530197144,0.47562375664711,0.7556608319282532,0.2841605246067047,0.6486907601356506,0.2636808753013611,0.023107757791876793,0.6709638833999634,0.6070297956466675,0.2201913446187973,0.8700276613235474,0.12464558333158493,0.8486520648002625,0.235423743724823,0.9058780670166016,0.03418419882655144,0.7535243630409241,0.5563464760780334,0.8332407474517822,0.5922387838363647,0.40195754170417786,0.25363990664482117,0.9972585439682007,0.9446473717689514,0.44357454776763916,0.5888155102729797,0.3688054382801056,0.2110026776790619,0.16790752112865448,0.010274024680256844,0.5046085715293884,0.7927681803703308,0.07285496592521667,0.8019525408744812,0.5883767604827881,0.0405036099255085,0.4820171296596527,0.188790425658226,0.22243718802928925,0.6020722389221191,0.7702606320381165,0.07360490411520004,0.7017942070960999,0.018562905490398407,0.6460157632827759,0.29041850566864014,0.5751222968101501,0.40912067890167236,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1 change: 1 addition & 0 deletions ods_ci/tests/Resources/Files/triton/modelmesh-triton-fil-output.json
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{"model_name":"fil__isvc-7a1acc070b","model_version":"1","outputs":[{"name":"output__0","datatype":"FP32","shape":[1,2],"data":[0.99887556,0.0011244703]}]}
39 changes: 38 additions & 1 deletion ...ing/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot
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Expand Up @@ -36,7 +36,9 @@
${INFERENCE_REST_INPUT_TENSORFLOW_FILE}= @${RESOURCES_DIRPATH}/modelmesh-triton-tensorflow-input.json
${EXPECTED_INFERENCE_TENSORFLOW_OUTPUT_FILE}= ${RESOURCES_DIRPATH}/modelmesh-triton-tensorflow-output.json
${TENSORFLOW_RUNTIME_FILEPATH}= ${RESOURCES_DIRPATH}/triton_tensorflow_modelmesh_runtime.yaml

${FIL_MODEL_NAME}= fil
${INFERENCE_REST_INPUT_FIL_FILE}= @${RESOURCES_DIRPATH}/modelmesh-triton-fil-input.json
${EXPECTED_INFERENCE_FIL_OUTPUT_FILE}= ${RESOURCES_DIRPATH}/modelmesh-triton-fil-output.json

*** Test Cases ***
Test Onnx Model Rest Inference Via UI (Triton on Modelmesh)
Expand Down Expand Up @@ -150,6 +152,41 @@
... AND
... Clean All Models Of Current User

Test FIL Model Rest Inference Via UI (Triton on Modelmesh)

Check warning

Code scanning / Robocop

Test case '{{ test_name }}' is too long ({{ test_length }}/{{ allowed_length }}) Warning test

Test case 'Test FIL Model Rest Inference Via UI (Triton on Modelmesh)' is too long (33/20)

Check warning

Code scanning / Robocop

Test case '{{ test_name }}' has too many keywords inside ({{ keyword_count }}/{{ max_allowed_count }}) Warning test

Test case 'Test FIL Model Rest Inference Via UI (Triton on Modelmesh)' has too many keywords inside (14/10)
[Documentation] Test the deployment of an onnx model in Kserve using Triton
[Tags] Sanity RHOAIENG-9069

Open Data Science Projects Home Page
Create Data Science Project title=${PRJ_TITLE} description=${PRJ_DESCRIPTION}
... existing_project=${FALSE}
Open Dashboard Settings settings_page=Serving runtimes
Upload Serving Runtime Template runtime_filepath=${TENSORFLOW_RUNTIME_FILEPATH}
... serving_platform=multi runtime_protocol=REST
Serving Runtime Template Should Be Listed displayed_name=${ONNX_RUNTIME_NAME}
... serving_platform=multi
Recreate S3 Data Connection project_title=${PRJ_TITLE} dc_name=model-serving-connection
... aws_access_key=${S3.AWS_ACCESS_KEY_ID} aws_secret_access=${S3.AWS_SECRET_ACCESS_KEY}
... aws_bucket_name=ods-ci-s3
Create Model Server token=${TRUE} runtime=${ONNX_RUNTIME_NAME} server_name=${ONNX_RUNTIME_NAME} existing_server=${TRUE}

Check warning

Code scanning / Robocop

Line is too long ({{ line_length }}/{{ allowed_length }}) Warning test

Line is too long (135/120)
Sleep 10s
Serve Model project_name=${PRJ_TITLE} model_name=${FIL_MODEL_NAME} framework=xgboost - 1
... existing_data_connection=${TRUE} data_connection_name=model-serving-connection
... model_path=triton/model_repository/fil/ model_server=${ONNX_RUNTIME_NAME}
Wait Until Runtime Pod Is Running server_name=${ONNX_RUNTIME_NAME}
... project_title=${PRJ_TITLE} timeout=5m
Verify Model Status ${FIL_MODEL_NAME} success
${EXPECTED_INFERENCE_REST_OUTPUT_FIL}= Load Json File file_path=${EXPECTED_INFERENCE_FIL_OUTPUT_FILE}
... as_string=${TRUE}
Log ${EXPECTED_INFERENCE_REST_OUTPUT_FIL}
Verify Model Inference With Retries ${FIL_MODEL_NAME} ${INFERENCE_REST_INPUT_FIL_FILE}
... ${EXPECTED_INFERENCE_REST_OUTPUT_FIL}
... token_auth=${TRUE}
... project_title=${PRJ_TITLE}
[Teardown] Run Keywords Get Modelmesh Events And Logs model_name=${FIL_MODEL_NAME}
... project_title=${PRJ_TITLE}
... AND
... Clean All Models Of Current User



*** Keywords ***
Expand Down
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