From 01cbe10124b62a014dc4e3d9dd40732fd4b8fc59 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Fri, 20 Sep 2024 21:28:18 +0530 Subject: [PATCH 01/22] added modelmesh tensorflow testcase --- .../modelmesh-triton-tensorflow-input.json | 1 + .../modelmesh-triton-tensorflow-output.json | 1 + .../triton_tensorflow_modelmesh_runtime.yaml | 73 +++++++++++++++++++ ...0__model_serving_triton_on_modelmesh.robot | 47 +++++++++++- 4 files changed, 121 insertions(+), 1 deletion(-) create mode 100644 ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json create mode 100644 ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-output.json create mode 100644 ods_ci/tests/Resources/Files/triton/triton_tensorflow_modelmesh_runtime.yaml diff --git a/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json b/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json new file mode 100644 index 000000000..d78bd26ed --- /dev/null +++ b/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json @@ -0,0 +1 @@ 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diff --git a/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-output.json b/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-output.json new file mode 100644 index 000000000..33ecfd10a --- /dev/null +++ b/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-output.json @@ -0,0 +1 @@ +{"model_name":"happy__isvc-296d15f880","model_version":"1","outputs":[{"name":"InceptionV3/Predictions/Softmax","datatype":"FP32","shape":[1,1001],"data":[0.00017835239,0.000102207334,0.00040144665,0.00053033314,0.00027971406,0.0013423931,0.00035822403,0.0005146323,0.00068280095,0.0005593356,0.0006294884,0.00083396374,0.00078253815,0.0013488036,0.001376984,0.0012715475,0.0023802875,0.0008721544,0.00068400276,0.0067927954,0.0005489907,0.0009313915,0.0026896393,0.0019404711,0.0008952451,0.0005062338,0.0003050709,0.00013300705,0.0005231623,0.00022160984,0.00030028666,0.00029445975,0.0003046454,0.000092344344,0.00020437122,0.00075666956,0.00010319233,0.0001324062,0.00018883395,0.00024938607,0.00019521586,0.00031935133,0.00017681718,0.0004550522,0.00018139159,0.0002587802,0.00018249966,0.0005547497,0.0002967668,0.00028402125,0.00007612907,0.00033937016,0.00014225116,0.00078431075,0.00083683984,0.000370249,0.0008498151,0.00013691763,0.00022890454,0.0002641032,0.0015006971,0.00053243374,0.0000907384,0.00018857156,0.0009986189,0.0005585813,0.00068764354,0.0002741844,0.0005079193,0.00036508933,0.00020865294,0.0003651198,0.002425264,0.00015305843,0.0006082568,0.00008815172,0.00018912724,0.00025719462,0.0011470666,0.005355532,0.0015475369,0.00028846355,0.0007858467,0.0005904269,0.00014465109,0.00047894707,0.001544611,0.00036520264,0.00035897215,0.0005380435,0.0008711086,0.00041960916,0.0013282995,0.005573367,0.0005016874,0.0022453011,0.0005089283,0.0012538801,0.00048011617,0.00036048194,0.00086849695,0.00023785683,0.000085305524,0.000147455,0.00026433982,0.00048668866,0.000051320465,0.000071503346,0.0015093589,0.00025220847,0.00007458099,0.0003256829,0.01768877,0.0013401258,0.0008828955,0.0009820414,0.00009175115,0.00023021524,0.0010776042,0.000074073185,0.00022550095,0.00043988987,0.0001422142,0.00011354866,0.00011207844,0.00028180832,0.00069873285,0.0014339413,0.00061056926,0.0010022998,0.00080171385,0.0005640231,0.0011954595,0.0008176829,0.00093923154,0.0006816383,0.000403282,0.0008311831,0.0007086835,0.00023295381,0.0020728235,0.0006494798,0.0013178162,0.0004405929,0.0014927381,0.00037015334,0.00040886833,0.0007335298,0.00019913877,0.00011503936,0.0002871042,0.0001830359,0.00030646005,0.00015972432,0.00023312216,0.00013499522,0.00021743796,0.00017426591,0.00014629841,0.00019824128,0.00009409763,0.00006008714,0.00025801244,0.00035659526,0.00023508102,0.00036738874,0.00029072392,0.00019926035,0.00007201355,0.00016318183,0.00024176168,0.00013716123,0.00034282508,0.000244012,0.00041990817,0.00008925026,0.000075463686,0.00008040648,0.00026947507,0.0004879551,0.00005132869,0.00020642264,0.00018678093,0.000062778905,0.00008810902,0.00020598323,0.00027764216,0.00020435112,0.0003086493,0.00020994239,0.00018400357,0.00024319401,0.00023872619,0.000041000807,0.00035233732,0.000077463956,0.000738902,0.0001775999,0.00005067854,0.00007615074,0.00037568333,0.00007790807,0.000522395,0.000053426083,0.00027413393,0.00017606771,0.00024204752,0.00014987995,0.00032702586,0.0006044253,0.00010395334,0.00009053333,0.00049105485,0.00005918142,0.0001769739,0.00010154179,0.00026478033,0.00013854016,0.00024305627,0.00011937214,0.000060964383,0.0002696135,0.0002063026,0.00010198593,0.0006219903,0.0008454653,0.00008211383,0.000028383754,0.0003089983,0.00020034878,0.000093728544,0.000051650073,0.0001640213,0.00009212404,0.000055484947,0.00021427503,0.00029559954,0.00022805137,0.00028024128,0.00027840285,0.0000566063,0.00007180165,0.00011418179,0.000051459356,0.00006817839,0.000051230123,0.00013504595,0.00020312706,0.00017861207,0.00009802688,0.00028527458,0.00013910547,0.00033508116,0.000042119696,0.00013549863,0.00023382978,0.000024864481,0.00013506644,0.00012762065,0.000117501055,0.0001501146,0.00016458068,0.00015489469,0.000057573627,0.0002557536,0.00008909825,0.00046674616,0.0002495526,0.00013226138,0.00013817348,0.00029219376,0.00039512216,0.00013842329,0.0001844859,0.00014447675,0.00044776473,0.00027444927,0.00053243095,0.0002416364,0.0001307533,0.00017635315,0.00025219683,0.00025972057,0.00028857114,0.00032476266,0.00018019999,0.0003804509,0.0000777012,0.00005080189,0.00018974548,0.00030944892,0.00008445143,0.0003789483,0.000078942736,0.00021748069,0.00007060281,0.00021786887,0.00030860235,0.0003202483,0.000106123,0.0006324393,0.00046078366,0.0006578997,0.00037099535,0.00033067126,0.00022917136,0.0012496089,0.0011680174,0.0006907965,0.00085849164,0.00027547035,0.0025329872,0.0008017742,0.0021440159,0.0003289842,0.0014165195,0.001093865,0.00035744972,0.0006003339,0.0006349742,0.0018614361,0.00035786262,0.00028580957,0.00016161149,0.00015772911,0.0002939121,0.00020385168,0.0009963117,0.00082697434,0.0005679312,0.0000899606,0.00019148916,0.0006266442,0.00019463057,0.00013829496,0.00029031083,0.00011121606,0.00013282616,0.00018648601,0.0001475045,0.00015517115,0.00021347476,0.000027480966,0.000054556585,0.00021445155,0.000080955695,0.00017839433,0.00008893356,0.00010984412,0.000080668,0.000316906,0.00032236427,0.0007483713,0.000076792734,0.0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diff --git a/ods_ci/tests/Resources/Files/triton/triton_tensorflow_modelmesh_runtime.yaml b/ods_ci/tests/Resources/Files/triton/triton_tensorflow_modelmesh_runtime.yaml new file mode 100644 index 000000000..3483c8a81 --- /dev/null +++ b/ods_ci/tests/Resources/Files/triton/triton_tensorflow_modelmesh_runtime.yaml @@ -0,0 +1,73 @@ +apiVersion: serving.kserve.io/v1alpha1 +kind: ServingRuntime +metadata: + annotations: + enable-route: "true" + name: modelmesh-triton + namespace: triton-modelmesh +spec: + annotations: + opendatahub.io/modelServingSupport: '["multi"x`x`]' + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8002" + builtInAdapter: + env: + - name: CONTAINER_MEM_REQ_BYTES + value: "268435456" + - name: USE_EMBEDDED_PULLER + value: "true" + memBufferBytes: 134217728 + modelLoadingTimeoutMillis: 90000 + runtimeManagementPort: 8001 + serverType: triton + containers: + - args: + - -c + - 'mkdir -p /models/_triton_models; chmod 777 + /models/_triton_models; exec + tritonserver "--model-repository=/models/_triton_models" "--model-control-mode=explicit" "--strict-model-config=false" "--strict-readiness=false" "--allow-http=true" "--allow-grpc=true" ' + command: + - /bin/sh + image: nvcr.io/nvidia/tritonserver:23.05-py3 + name: triton + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + grpcDataEndpoint: port:8001 + grpcEndpoint: port:8085 + multiModel: true + protocolVersions: + - grpc-v2 + - v2 + supportedModelFormats: + - autoSelect: true + name: keras + version: "2" + - autoSelect: true + name: onnx + version: "1" + - autoSelect: true + name: pytorch + version: "1" + - autoSelect: true + name: tensorflow + version: "1" + - autoSelect: true + name: tensorflow + version: "2" + - autoSelect: true + name: tensorrt + version: "7" + - autoSelect: false + name: sklearn + version: "0" + - autoSelect: false + name: xgboost + version: "1" + - autoSelect: false + name: lightgbm + version: "3" diff --git a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot index a6c6fa0ee..8eee1fc8a 100644 --- a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot +++ b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot @@ -30,8 +30,12 @@ ${ONNX_MODELMESH_RUNTIME_FILEPATH}= ${RESOURCES_DIRPATH}/triton_onnx_modelmes ${EXPECTED_INFERENCE_REST_OUTPUT_FILE}= ${RESOURCES_DIRPATH}/modelmesh-triton-onnx-rest-output.json ${INFERENCE_REST_INPUT_PYTORCH}= @tests/Resources/Files/triton/modelmesh-triton-pytorch-rest-input.json ${PYTORCH_MODEL_NAME}= resnet50 +${TENSORFLOW_MODEL_NAME}= inception_graphdef ${PYTORCH_RUNTIME_FILEPATH}= ${RESOURCES_DIRPATH}/triton_pytorch_modelmesh_runtime.yaml ${EXPECTED_INFERENCE_REST_OUTPUT_FILE_PYTORCH}= tests/Resources/Files/triton/modelmesh-triton-pytorch-rest-output.json +${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}= ${RESOURCES_DIRPATH}/triton_tensorflow-_modelmesh_runtime.yaml *** Test Cases *** @@ -71,7 +75,7 @@ Test Onnx Model Rest Inference Via UI (Triton on Modelmesh) ... project_title=${PRJ_TITLE} ... AND ... Clean All Models Of Current User - + Test Pytorch Model Rest Inference Via UI (Triton on Modelmesh) [Documentation] Test the deployment of an onnx model in Kserve using Triton [Tags] Sanity RHOAIENG-11561 @@ -110,6 +114,47 @@ Test Pytorch Model Rest Inference Via UI (Triton on Modelmesh) ... AND ... Delete Serving Runtime Template From CLI displayed_name=modelmesh-triton + +Test Tensorflow Model Rest Inference Via UI (Triton on Modelmesh) + [Documentation] Test the deployment of an onnx model in Kserve using Triton + [Tags] Sanity RHOAIENG-9069 RunThisTest + + 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} + Sleep 10s + Serve Model project_name=${PRJ_TITLE} model_name=${TENSORFLOW_MODEL_NAME} framework=tensorflow - 2 + ... existing_data_connection=${TRUE} data_connection_name=model-serving-connection + ... model_path=triton_resnet/model_repository/resnet50/ model_server=${ONNX_RUNTIME_NAME} + Wait Until Runtime Pod Is Running server_name=${ONNX_RUNTIME_NAME} + ... project_title=${PRJ_TITLE} timeout=5m + Verify Model Status ${TENSORFLOW_MODEL_NAME} success + ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW}= Load Json File file_path=${EXPECTED_INFERENCE_TENSORFLOW_OUTPUT_FILE} + ... as_string=${TRUE} + Log ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW} + Verify Model Inference With Retries ${TENSORFLOW_MODEL_NAME} ${INFERENCE_REST_INPUT_TENSORFLOW_FILE} + ... ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW} + ... token_auth=${TRUE} + ... project_title=${PRJ_TITLE} + [Teardown] Run Keywords Get Modelmesh Events And Logs model_name=${TENSORFLOW_MODEL_NAME} + ... project_title=${PRJ_TITLE} + ... AND + ... Clean All Models Of Current User + ... AND + ... Open Dashboard Settings settings_page=Serving runtime + ... AND + ... Delete Serving Runtime Template displayed_name=modelmesh-triton + + *** Keywords *** Triton On Kserve Suite Setup [Documentation] Suite setup steps for testing Triton. It creates some test variables From 2fcc4a7e55e6fa3a12108e7090baf327cbafb0ac Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Fri, 20 Sep 2024 21:45:40 +0530 Subject: [PATCH 02/22] changed filepath --- .../1010__model_serving_triton_on_modelmesh.robot | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot index 8eee1fc8a..5bd4c1f7a 100644 --- a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot +++ b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot @@ -13,7 +13,7 @@ Resource ../../../Resources/OCP.resource Resource ../../../Resources/CLI/ModelServing/modelmesh.resource Resource ../../../Resources/Common.robot Suite Setup Triton On Kserve Suite Setup -Suite Teardown Triton On Kserve Suite Teardown +#Suite Teardown Triton On Kserve Suite Teardown Test Tags Kserve @@ -35,7 +35,7 @@ ${PYTORCH_RUNTIME_FILEPATH}= ${RESOURCES_DIRPATH}/triton_pytorch_modelmesh_ru ${EXPECTED_INFERENCE_REST_OUTPUT_FILE_PYTORCH}= tests/Resources/Files/triton/modelmesh-triton-pytorch-rest-output.json ${INFERENCE_REST_INPUT_TENSORFLOW_FILE}= @${RESOURCES_DIRPATH}/modelmesh-triton-tensorflow-input.json ${EXPECTED_INFERENCE_TENSORFLOW_OUTPUT_FILE}= ${RESOURCES_DIRPATH}/modelmesh-triton-tensorflow-output.json -${TENSORFLOW_RUNTIME_FILEPATH}= ${RESOURCES_DIRPATH}/triton_tensorflow-_modelmesh_runtime.yaml +${TENSORFLOW_RUNTIME_FILEPATH}= ${RESOURCES_DIRPATH}/triton_tensorflow_modelmesh_runtime.yaml *** Test Cases *** From 16b02e491c3caf5529454f15a7b475aef118cdbf Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Fri, 20 Sep 2024 21:51:17 +0530 Subject: [PATCH 03/22] changed --- .../1010__model_serving_triton_on_modelmesh.robot | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot index 5bd4c1f7a..cc9ed96eb 100644 --- a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot +++ b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot @@ -13,7 +13,7 @@ Resource ../../../Resources/OCP.resource Resource ../../../Resources/CLI/ModelServing/modelmesh.resource Resource ../../../Resources/Common.robot Suite Setup Triton On Kserve Suite Setup -#Suite Teardown Triton On Kserve Suite Teardown +Suite Teardown Triton On Kserve Suite Teardown Test Tags Kserve From a0ae37dc8ed20c2aae61b0b76ad961fdef648bb6 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 10:15:49 +0530 Subject: [PATCH 04/22] changed output file --- .../modelmesh-triton-tensorflow-output.json | 8 ++++- .../ODH/ODHDashboard/ODHModelServing.resource | 2 +- ...0__model_serving_triton_on_modelmesh.robot | 35 ++++++++++--------- 3 files changed, 26 insertions(+), 19 deletions(-) diff --git a/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-output.json b/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-output.json index 33ecfd10a..8e022e06f 100644 --- a/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-output.json +++ b/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-output.json @@ -1 +1,7 @@ -{"model_name":"happy__isvc-296d15f880","model_version":"1","outputs":[{"name":"InceptionV3/Predictions/Softmax","datatype":"FP32","shape":[1,1001],"data":[0.00017835239,0.000102207334,0.00040144665,0.00053033314,0.00027971406,0.0013423931,0.00035822403,0.0005146323,0.00068280095,0.0005593356,0.0006294884,0.00083396374,0.00078253815,0.0013488036,0.001376984,0.0012715475,0.0023802875,0.0008721544,0.00068400276,0.0067927954,0.0005489907,0.0009313915,0.0026896393,0.0019404711,0.0008952451,0.0005062338,0.0003050709,0.00013300705,0.0005231623,0.00022160984,0.00030028666,0.00029445975,0.0003046454,0.000092344344,0.00020437122,0.00075666956,0.00010319233,0.0001324062,0.00018883395,0.00024938607,0.00019521586,0.00031935133,0.00017681718,0.0004550522,0.00018139159,0.0002587802,0.00018249966,0.0005547497,0.0002967668,0.00028402125,0.00007612907,0.00033937016,0.00014225116,0.00078431075,0.00083683984,0.000370249,0.0008498151,0.00013691763,0.00022890454,0.0002641032,0.0015006971,0.00053243374,0.0000907384,0.00018857156,0.0009986189,0.0005585813,0.00068764354,0.0002741844,0.0005079193,0.00036508933,0.00020865294,0.0003651198,0.002425264,0.00015305843,0.0006082568,0.00008815172,0.00018912724,0.00025719462,0.0011470666,0.005355532,0.0015475369,0.00028846355,0.0007858467,0.0005904269,0.00014465109,0.00047894707,0.001544611,0.00036520264,0.00035897215,0.0005380435,0.0008711086,0.00041960916,0.0013282995,0.005573367,0.0005016874,0.0022453011,0.0005089283,0.0012538801,0.00048011617,0.00036048194,0.00086849695,0.00023785683,0.000085305524,0.000147455,0.00026433982,0.00048668866,0.000051320465,0.000071503346,0.0015093589,0.00025220847,0.00007458099,0.0003256829,0.01768877,0.0013401258,0.0008828955,0.0009820414,0.00009175115,0.00023021524,0.0010776042,0.000074073185,0.00022550095,0.00043988987,0.0001422142,0.00011354866,0.00011207844,0.00028180832,0.00069873285,0.0014339413,0.00061056926,0.0010022998,0.00080171385,0.0005640231,0.0011954595,0.0008176829,0.00093923154,0.0006816383,0.000403282,0.0008311831,0.0007086835,0.00023295381,0.0020728235,0.0006494798,0.0013178162,0.0004405929,0.0014927381,0.00037015334,0.00040886833,0.0007335298,0.00019913877,0.00011503936,0.0002871042,0.0001830359,0.00030646005,0.00015972432,0.00023312216,0.00013499522,0.00021743796,0.00017426591,0.00014629841,0.00019824128,0.00009409763,0.00006008714,0.00025801244,0.00035659526,0.00023508102,0.00036738874,0.00029072392,0.00019926035,0.00007201355,0.00016318183,0.00024176168,0.00013716123,0.00034282508,0.000244012,0.00041990817,0.00008925026,0.000075463686,0.00008040648,0.00026947507,0.0004879551,0.00005132869,0.00020642264,0.00018678093,0.000062778905,0.00008810902,0.00020598323,0.00027764216,0.00020435112,0.0003086493,0.00020994239,0.00018400357,0.00024319401,0.00023872619,0.000041000807,0.00035233732,0.000077463956,0.000738902,0.0001775999,0.00005067854,0.00007615074,0.00037568333,0.00007790807,0.000522395,0.000053426083,0.00027413393,0.00017606771,0.00024204752,0.00014987995,0.00032702586,0.0006044253,0.00010395334,0.00009053333,0.00049105485,0.00005918142,0.0001769739,0.00010154179,0.00026478033,0.00013854016,0.00024305627,0.00011937214,0.000060964383,0.0002696135,0.0002063026,0.00010198593,0.0006219903,0.0008454653,0.00008211383,0.000028383754,0.0003089983,0.00020034878,0.000093728544,0.000051650073,0.0001640213,0.00009212404,0.000055484947,0.00021427503,0.00029559954,0.00022805137,0.00028024128,0.00027840285,0.0000566063,0.00007180165,0.00011418179,0.000051459356,0.00006817839,0.000051230123,0.00013504595,0.00020312706,0.00017861207,0.00009802688,0.00028527458,0.00013910547,0.00033508116,0.000042119696,0.00013549863,0.00023382978,0.000024864481,0.00013506644,0.00012762065,0.000117501055,0.0001501146,0.00016458068,0.00015489469,0.000057573627,0.0002557536,0.00008909825,0.00046674616,0.0002495526,0.00013226138,0.00013817348,0.00029219376,0.00039512216,0.00013842329,0.0001844859,0.00014447675,0.00044776473,0.00027444927,0.00053243095,0.0002416364,0.0001307533,0.00017635315,0.00025219683,0.00025972057,0.00028857114,0.00032476266,0.00018019999,0.0003804509,0.0000777012,0.00005080189,0.00018974548,0.00030944892,0.00008445143,0.0003789483,0.000078942736,0.00021748069,0.00007060281,0.00021786887,0.00030860235,0.0003202483,0.000106123,0.0006324393,0.00046078366,0.0006578997,0.00037099535,0.00033067126,0.00022917136,0.0012496089,0.0011680174,0.0006907965,0.00085849164,0.00027547035,0.0025329872,0.0008017742,0.0021440159,0.0003289842,0.0014165195,0.001093865,0.00035744972,0.0006003339,0.0006349742,0.0018614361,0.00035786262,0.00028580957,0.00016161149,0.00015772911,0.0002939121,0.00020385168,0.0009963117,0.00082697434,0.0005679312,0.0000899606,0.00019148916,0.0006266442,0.00019463057,0.00013829496,0.00029031083,0.00011121606,0.00013282616,0.00018648601,0.0001475045,0.00015517115,0.00021347476,0.000027480966,0.000054556585,0.00021445155,0.000080955695,0.00017839433,0.00008893356,0.00010984412,0.000080668,0.000316906,0.00032236427,0.0007483713,0.000076792734,0.0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+ + + + + + diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource index 66a86b725..03b978a37 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource @@ -121,7 +121,7 @@ Select Model Server ... Selects the given one [Arguments] ${model_server} ${selectable}= Run Keyword And Return Status - ... Wait Until Element Is Visible xpath://span[.="Model servers"]/../../..//button[@aria-label="Options menu"] timeout=1 + ... Wait Until Element Is Visible xpath://span[.="Model servers"]/../../..//button[@aria-label="Options menu"] timeout=3 IF ${selectable}==True Open Model servers Options Menu # robocop:disable Click Element xpath://li/button[.="${model_server}"] diff --git a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot index cc9ed96eb..c0f142bb5 100644 --- a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot +++ b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot @@ -13,7 +13,7 @@ Resource ../../../Resources/OCP.resource Resource ../../../Resources/CLI/ModelServing/modelmesh.resource Resource ../../../Resources/Common.robot Suite Setup Triton On Kserve Suite Setup -Suite Teardown Triton On Kserve Suite Teardown +#Suite Teardown Triton On Kserve Suite Teardown Test Tags Kserve @@ -123,8 +123,8 @@ Test Tensorflow Model Rest Inference Via UI (Triton on Modelmesh) 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 + #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=${PRJ_TITLE} dc_name=model-serving-connection @@ -134,7 +134,7 @@ Test Tensorflow Model Rest Inference Via UI (Triton on Modelmesh) Sleep 10s Serve Model project_name=${PRJ_TITLE} model_name=${TENSORFLOW_MODEL_NAME} framework=tensorflow - 2 ... existing_data_connection=${TRUE} data_connection_name=model-serving-connection - ... model_path=triton_resnet/model_repository/resnet50/ model_server=${ONNX_RUNTIME_NAME} + ... model_path=triton/model_repository/inception_graphdef/ model_server=${ONNX_RUNTIME_NAME} Wait Until Runtime Pod Is Running server_name=${ONNX_RUNTIME_NAME} ... project_title=${PRJ_TITLE} timeout=5m Verify Model Status ${TENSORFLOW_MODEL_NAME} success @@ -145,14 +145,14 @@ Test Tensorflow Model Rest Inference Via UI (Triton on Modelmesh) ... ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW} ... token_auth=${TRUE} ... project_title=${PRJ_TITLE} - [Teardown] Run Keywords Get Modelmesh Events And Logs model_name=${TENSORFLOW_MODEL_NAME} - ... project_title=${PRJ_TITLE} - ... AND - ... Clean All Models Of Current User - ... AND - ... Open Dashboard Settings settings_page=Serving runtime - ... AND - ... Delete Serving Runtime Template displayed_name=modelmesh-triton + #[Teardown] Run Keywords Get Modelmesh Events And Logs model_name=${TENSORFLOW_MODEL_NAME} + #... project_title=${PRJ_TITLE} + #... AND + #... Clean All Models Of Current User + #... AND + #... Open Dashboard Settings settings_page=Serving runtime + #... AND + #... Delete Serving Runtime Template displayed_name=modelmesh-triton *** Keywords *** @@ -160,14 +160,14 @@ Triton On Kserve Suite Setup [Documentation] Suite setup steps for testing Triton. It creates some test variables ... and runs RHOSi setup Set Library Search Order SeleniumLibrary - Skip If Component Is Not Enabled kserve + #Skip If Component Is Not Enabled kserve RHOSi Setup Launch Dashboard ${TEST_USER.USERNAME} ${TEST_USER.PASSWORD} ${TEST_USER.AUTH_TYPE} ... ${ODH_DASHBOARD_URL} ${BROWSER.NAME} ${BROWSER.OPTIONS} Fetch Knative CA Certificate filename=openshift_ca_istio_knative.crt - Clean All Models Of Current User + #Clean All Models Of Current User Triton On Kserve Suite Teardown [Documentation] Suite teardown steps after testing DSG. It Deletes @@ -175,14 +175,15 @@ Triton On Kserve Suite Teardown # Even if kw fails, deleting the whole project will also delete the model # Failure will be shown in the logs of the run nonetheless IF ${MODEL_CREATED} - Clean All Models Of Current User + #Clean All Models Of Current User + Log Skip ELSE Log Model not deployed, skipping deletion step during teardown console=true END ${projects}= Create List ${PRJ_TITLE} - Delete List Of Projects Via CLI ocp_projects=${projects} + #Delete List Of Projects Via CLI ocp_projects=${projects} # Will only be present on SM cluster runs, but keyword passes # if file does not exist Remove File openshift_ca_istio_knative.crt SeleniumLibrary.Close All Browsers - RHOSi Teardown + #RHOSi Teardown From 9d9731a2c19b96315e7c649c56caf07f5713dc56 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 11:11:01 +0530 Subject: [PATCH 05/22] increased timeout --- .../Resources/Page/ODH/ODHDashboard/ODHModelServing.resource | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource index 03b978a37..56d49952d 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource @@ -179,11 +179,11 @@ Verify Model Status [Arguments] ${model_name} ${expected_status}=success IF "${expected_status}"=="success" SeleniumLibrary.Wait Until Page Contains Element - ... //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_SUCCESS} timeout=2m + ... //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_SUCCESS} timeout=5m Page Should Not Contain Element //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_FAILURE} ELSE SeleniumLibrary.Wait Until Page Contains Element - ... //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_FAILURE} timeout=2m + ... //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_FAILURE} timeout=5m Page Should Not Contain Element //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_SUCCESS} END From 65eec3a48d484b4331401f59dad9069d2608c47a Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 11:18:42 +0530 Subject: [PATCH 06/22] uncommented --- .../1010__model_serving_triton_on_modelmesh.robot | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot index c0f142bb5..44e83bdfc 100644 --- a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot +++ b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot @@ -123,8 +123,8 @@ Test Tensorflow Model Rest Inference Via UI (Triton on Modelmesh) 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 + 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 From cbfebb0610fcb28bb85a658bf76cc22e958d785c Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 15:11:57 +0530 Subject: [PATCH 07/22] new xpath --- .../ODHDashboard/ODHDataScienceProject/ModelServer.resource | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource index 2333463d4..dbb40622f 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource @@ -219,8 +219,9 @@ Get Model Serving Access Token via UI ELSE SeleniumLibrary.Wait Until Page Contains Element xpath://td[@data-label="Tokens"]/button SeleniumLibrary.Click Element xpath://td[@data-label="Tokens"]/button + Sleep 5s ${token}= SeleniumLibrary.Get Element Attribute - ... xpath://div[.="${service_account_name} "]/../../td[@data-label="Token Secret"]//input value + ... xpath://div[.="${service_account_name}"]/../../td[@data-label="Token Secret"]///input value END RETURN ${token} From 2a36c6413dbdd266ec3b3cb26059acf1bde47475 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 15:24:45 +0530 Subject: [PATCH 08/22] new xpath --- .../ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource index dbb40622f..08f773b5d 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource @@ -221,7 +221,7 @@ Get Model Serving Access Token via UI SeleniumLibrary.Click Element xpath://td[@data-label="Tokens"]/button Sleep 5s ${token}= SeleniumLibrary.Get Element Attribute - ... xpath://div[.="${service_account_name}"]/../../td[@data-label="Token Secret"]///input value + ... xpath://div[.="${service_account_name}"]/../../td[@data-label="Token Secret"]//input value END RETURN ${token} From e8ed57dbe7ca358b1bd96caba0f9b3a2e08cc149 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 15:30:04 +0530 Subject: [PATCH 09/22] new xpath --- .../ODHDashboard/ODHDataScienceProject/ModelServer.resource | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource index 08f773b5d..014e345a9 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource @@ -221,7 +221,7 @@ Get Model Serving Access Token via UI SeleniumLibrary.Click Element xpath://td[@data-label="Tokens"]/button Sleep 5s ${token}= SeleniumLibrary.Get Element Attribute - ... xpath://div[.="${service_account_name}"]/../../td[@data-label="Token Secret"]//input value + ... xpath://div[.="${service_account_name} "]/../../td[@data-label="Token Secret"]//input value END RETURN ${token} @@ -229,7 +229,7 @@ Get Single Model Token [Documentation] Gets the (Single Model) Token of an specific Service Account [Arguments] ${service_account_name} ${token}= Get Element Attribute - ... xpath://div[text()='${service_account_name}']/parent::td[@data-label='Token Name']/following-sibling::td[@data-label='Token Secret']//input value + ... xpath://div[text()='${service_account_name}']/parent::td[@data-label='Token Name']/following-sibling::td[@data-label='Token Secret']//input value RETURN ${token} Click Plus Button From bdb7cab444b9f7f2621345ddf72e186181852d64 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 15:33:36 +0530 Subject: [PATCH 10/22] new xpath span --- .../ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource index 014e345a9..60a16701d 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource @@ -221,7 +221,7 @@ Get Model Serving Access Token via UI SeleniumLibrary.Click Element xpath://td[@data-label="Tokens"]/button Sleep 5s ${token}= SeleniumLibrary.Get Element Attribute - ... xpath://div[.="${service_account_name} "]/../../td[@data-label="Token Secret"]//input value + ... xpath://div[.="${service_account_name} "]/../../td[@data-label="Token Secret"]//span/input value END RETURN ${token} From 56a6e17554af8b969827d487603db8439c6bd0b2 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 16:08:01 +0530 Subject: [PATCH 11/22] new KW added --- .../ODHDashboard/ODHDataScienceProject/ModelServer.resource | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource index 60a16701d..19d0af9db 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource @@ -219,9 +219,9 @@ Get Model Serving Access Token via UI ELSE SeleniumLibrary.Wait Until Page Contains Element xpath://td[@data-label="Tokens"]/button SeleniumLibrary.Click Element xpath://td[@data-label="Tokens"]/button - Sleep 5s + SeleniumLibrary.Wait Until Page Contains ${service_account_name} timeout=10s ${token}= SeleniumLibrary.Get Element Attribute - ... xpath://div[.="${service_account_name} "]/../../td[@data-label="Token Secret"]//span/input value + ... xpath://div[.="${service_account_name}"]/../../td[@data-label="Token Secret"]//span/input value END RETURN ${token} From 317453d1eec2113c06474ab2e7dd02a969954623 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 20:19:39 +0530 Subject: [PATCH 12/22] Log added --- .../ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource | 1 + 1 file changed, 1 insertion(+) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource index 19d0af9db..d1619fef9 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource @@ -219,6 +219,7 @@ Get Model Serving Access Token via UI ELSE SeleniumLibrary.Wait Until Page Contains Element xpath://td[@data-label="Tokens"]/button SeleniumLibrary.Click Element xpath://td[@data-label="Tokens"]/button + Log ${service_account_name} SeleniumLibrary.Wait Until Page Contains ${service_account_name} timeout=10s ${token}= SeleniumLibrary.Get Element Attribute ... xpath://div[.="${service_account_name}"]/../../td[@data-label="Token Secret"]//span/input value From 45b776157a31ed97a034f27c0c0170188aacc1c1 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 20:31:13 +0530 Subject: [PATCH 13/22] Log added --- .../ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource | 1 + 1 file changed, 1 insertion(+) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource index d1619fef9..ef21b51fc 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource @@ -212,6 +212,7 @@ Get Model Serving Access Token via UI [Documentation] Returns the token used for authentication to the serving route ... TODO: There can be multiple tokens defined for each model server, handle this case as well [Arguments] ${service_account_name}=default-name ${single_model}=${FALSE} ${model_name}=${NONE} + Log ${service_account_name} IF ${single_model} # Expand the model SeleniumLibrary.Click Button xpath: //a[text()='${model_name}']/parent::div/parent::td[@data-label='Name']/preceding-sibling::td/button # robocop: off=line-too-long From 17e8bf8f4cbd6143dd0d3d8b6bbf09a8c2786bce Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 21:07:33 +0530 Subject: [PATCH 14/22] added service_accountname --- .../Page/ODH/ODHDashboard/ODHModelServing.resource | 10 +++++----- .../1010__model_serving_triton_on_modelmesh.robot | 2 +- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource index 56d49952d..53f7ba4d5 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource @@ -265,7 +265,7 @@ Get Model Inference ... 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} + ... ${service_account_name}=${NONE} ${token}=${NONE} ${service_account_name}=${NONE} ${curl_cmd}= Set Variable ${NONE} ${self_managed}= Is RHODS Self-Managed IF $deployment_mode == 'UI' @@ -328,7 +328,7 @@ Verify Model Inference [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} ${service_account_name}=${NONE} IF $deployment_mode == 'UI' Open Model Serving Home Page Switch Model Serving Project ${project_title} @@ -336,7 +336,7 @@ Verify Model Inference ${inference_output}= Get Model Inference model_name=${model_name} inference_input=${inference_input} ... token_auth=${token_auth} kserve_mode=${kserve_mode} project_title=${project_title} ... deployment_mode=${deployment_mode} service_port=${service_port} end_point=${end_point} - ... token=${token} # robocop: disable + ... token=${token} service_account_name=${service_account_name} # robocop: disable Log ${inference_output} ${result} ${list}= Inference Comparison ${expected_inference_output} ${inference_output} Log ${result} @@ -358,7 +358,7 @@ Verify Model Inference With Retries ... 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} ${service_account_name}=${NONE} ${status}= Run Keyword And Return Status Verify Model Inference ${model_name} ${inference_input} ... ${expected_inference_output} ${token_auth} ${project_title} ${deployment_mode} IF not ${status} @@ -371,7 +371,7 @@ Verify Model Inference With Retries ${status}= Run Keyword And Return Status Verify Model Inference ... ${model_name} ${inference_input} ${expected_inference_output} ${token_auth} ... project_title=${project_title} deployment_mode=${deployment_mode} kserve_mode=${kserve_mode} - ... service_port=${service_port} end_point=${end_point} + ... service_port=${service_port} end_point=${end_point} service_account_name=${service_account_name} IF ${status} BREAK END diff --git a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot index 44e83bdfc..51c087cb0 100644 --- a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot +++ b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot @@ -144,7 +144,7 @@ Test Tensorflow Model Rest Inference Via UI (Triton on Modelmesh) Verify Model Inference With Retries ${TENSORFLOW_MODEL_NAME} ${INFERENCE_REST_INPUT_TENSORFLOW_FILE} ... ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW} ... token_auth=${TRUE} - ... project_title=${PRJ_TITLE} + ... project_title=${PRJ_TITLE} service_account_name=default-name #[Teardown] Run Keywords Get Modelmesh Events And Logs model_name=${TENSORFLOW_MODEL_NAME} #... project_title=${PRJ_TITLE} #... AND From e9cc0de30335a27de827800eb5e221839d3c6485 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 21:09:42 +0530 Subject: [PATCH 15/22] added service_accountname --- .../Resources/Page/ODH/ODHDashboard/ODHModelServing.resource | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource index 53f7ba4d5..2d13cee2f 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource @@ -360,7 +360,7 @@ Verify Model Inference With Retries ... ${project_title}=${NONE} ${retries}=${5} ${deployment_mode}=UI ${kserve_mode}=Serverless ... ${service_port}=${NONE} ${end_point}=${NONE} ${service_account_name}=${NONE} ${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} ${service_account_name} IF not ${status} ${retry}= Set Variable ${0} WHILE ${retry} < ${retries} From c239f05374c3b6eeff72c16cc688ce7a4a9b31d9 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 23 Sep 2024 21:42:06 +0530 Subject: [PATCH 16/22] added service_accountname1 --- .../Page/ODH/ODHDashboard/ODHModelServing.resource | 6 +++++- .../1010__model_serving_triton_on_modelmesh.robot | 2 +- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource index 2d13cee2f..ebaadba41 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource @@ -246,6 +246,7 @@ Get Access Token Via UI ... by using the UI of DSP [Arguments] ${project_name} ${service_account_name}=default-name ${single_model}=${FALSE} ... ${model_name}=${NONE} + Log ${service_account_name} Open Data Science Project Details Page ${project_name} tab_id=model-server ${token}= Get Model Serving Access Token via UI ${service_account_name} ${single_model} ${model_name} RETURN ${token} @@ -265,7 +266,8 @@ Get Model Inference ... 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} ${service_account_name}=${NONE} + ... ${service_account_name}=${NONE} ${token}=${NONE} + Log ${service_account_name} ${curl_cmd}= Set Variable ${NONE} ${self_managed}= Is RHODS Self-Managed IF $deployment_mode == 'UI' @@ -333,6 +335,7 @@ Verify Model Inference Open Model Serving Home Page Switch Model Serving Project ${project_title} END + Log ${service_account_name} ${inference_output}= Get Model Inference model_name=${model_name} inference_input=${inference_input} ... token_auth=${token_auth} kserve_mode=${kserve_mode} project_title=${project_title} ... deployment_mode=${deployment_mode} service_port=${service_port} end_point=${end_point} @@ -359,6 +362,7 @@ Verify Model Inference With Retries [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} ${service_account_name}=${NONE} + Log ${service_account_name} ${status}= Run Keyword And Return Status Verify Model Inference ${model_name} ${inference_input} ... ${expected_inference_output} ${token_auth} ${project_title} ${deployment_mode} ${service_account_name} IF not ${status} diff --git a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot index 51c087cb0..b7efd7020 100644 --- a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot +++ b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot @@ -144,7 +144,7 @@ Test Tensorflow Model Rest Inference Via UI (Triton on Modelmesh) Verify Model Inference With Retries ${TENSORFLOW_MODEL_NAME} ${INFERENCE_REST_INPUT_TENSORFLOW_FILE} ... ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW} ... token_auth=${TRUE} - ... project_title=${PRJ_TITLE} service_account_name=default-name + ... project_title=${PRJ_TITLE} service_account_name=default-name #[Teardown] Run Keywords Get Modelmesh Events And Logs model_name=${TENSORFLOW_MODEL_NAME} #... project_title=${PRJ_TITLE} #... AND From 7e5e7c8db553771ea3adab6fc6b90455d04932d2 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Thu, 26 Sep 2024 11:37:29 +0530 Subject: [PATCH 17/22] uncommented --- ...0__model_serving_triton_on_modelmesh.robot | 26 ++++++++----------- 1 file changed, 11 insertions(+), 15 deletions(-) diff --git a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot index b7efd7020..e3c2f9890 100644 --- a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot +++ b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot @@ -13,7 +13,7 @@ Resource ../../../Resources/OCP.resource Resource ../../../Resources/CLI/ModelServing/modelmesh.resource Resource ../../../Resources/Common.robot Suite Setup Triton On Kserve Suite Setup -#Suite Teardown Triton On Kserve Suite Teardown +Suite Teardown Triton On Kserve Suite Teardown Test Tags Kserve @@ -145,14 +145,11 @@ Test Tensorflow Model Rest Inference Via UI (Triton on Modelmesh) ... ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW} ... token_auth=${TRUE} ... project_title=${PRJ_TITLE} service_account_name=default-name - #[Teardown] Run Keywords Get Modelmesh Events And Logs model_name=${TENSORFLOW_MODEL_NAME} - #... project_title=${PRJ_TITLE} - #... AND - #... Clean All Models Of Current User - #... AND - #... Open Dashboard Settings settings_page=Serving runtime - #... AND - #... Delete Serving Runtime Template displayed_name=modelmesh-triton + [Teardown] Run Keywords Get Modelmesh Events And Logs model_name=${TENSORFLOW_MODEL_NAME} + ... project_title=${PRJ_TITLE} + ... AND + ... Clean All Models Of Current User + *** Keywords *** @@ -160,14 +157,14 @@ Triton On Kserve Suite Setup [Documentation] Suite setup steps for testing Triton. It creates some test variables ... and runs RHOSi setup Set Library Search Order SeleniumLibrary - #Skip If Component Is Not Enabled kserve + Skip If Component Is Not Enabled kserve RHOSi Setup Launch Dashboard ${TEST_USER.USERNAME} ${TEST_USER.PASSWORD} ${TEST_USER.AUTH_TYPE} ... ${ODH_DASHBOARD_URL} ${BROWSER.NAME} ${BROWSER.OPTIONS} Fetch Knative CA Certificate filename=openshift_ca_istio_knative.crt - #Clean All Models Of Current User + Clean All Models Of Current User Triton On Kserve Suite Teardown [Documentation] Suite teardown steps after testing DSG. It Deletes @@ -175,15 +172,14 @@ Triton On Kserve Suite Teardown # Even if kw fails, deleting the whole project will also delete the model # Failure will be shown in the logs of the run nonetheless IF ${MODEL_CREATED} - #Clean All Models Of Current User - Log Skip + Clean All Models Of Current User ELSE Log Model not deployed, skipping deletion step during teardown console=true END ${projects}= Create List ${PRJ_TITLE} - #Delete List Of Projects Via CLI ocp_projects=${projects} + Delete List Of Projects Via CLI ocp_projects=${projects} # Will only be present on SM cluster runs, but keyword passes # if file does not exist Remove File openshift_ca_istio_knative.crt SeleniumLibrary.Close All Browsers - #RHOSi Teardown + RHOSi Teardown From 1129ac17f1432e6d2af761dc1648d191c3e1bdaf Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Thu, 26 Sep 2024 13:28:17 +0530 Subject: [PATCH 18/22] changes --- .../Resources/Page/ODH/ODHDashboard/ODHModelServing.resource | 4 ++-- .../1010__model_serving_triton_on_modelmesh.robot | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource index ebaadba41..880dc3b68 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource @@ -361,10 +361,10 @@ Verify Model Inference With Retries ... 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} ${service_account_name}=${NONE} + ... ${service_port}=${NONE} ${end_point}=${NONE} Log ${service_account_name} ${status}= Run Keyword And Return Status Verify Model Inference ${model_name} ${inference_input} - ... ${expected_inference_output} ${token_auth} ${project_title} ${deployment_mode} ${service_account_name} + ... ${expected_inference_output} ${token_auth} ${project_title} ${deployment_mode} IF not ${status} ${retry}= Set Variable ${0} WHILE ${retry} < ${retries} diff --git a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot index e3c2f9890..d3a2c177f 100644 --- a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot +++ b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot @@ -144,7 +144,7 @@ Test Tensorflow Model Rest Inference Via UI (Triton on Modelmesh) Verify Model Inference With Retries ${TENSORFLOW_MODEL_NAME} ${INFERENCE_REST_INPUT_TENSORFLOW_FILE} ... ${EXPECTED_INFERENCE_REST_OUTPUT_TENSORFLOW} ... token_auth=${TRUE} - ... project_title=${PRJ_TITLE} service_account_name=default-name + ... project_title=${PRJ_TITLE} [Teardown] Run Keywords Get Modelmesh Events And Logs model_name=${TENSORFLOW_MODEL_NAME} ... project_title=${PRJ_TITLE} ... AND From 4fe4d4fd308bffe3daf0d68d6606aa3ba1830584 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Fri, 27 Sep 2024 11:45:49 +0530 Subject: [PATCH 19/22] input changed --- .../Files/triton/modelmesh-triton-tensorflow-input.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json b/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json index d78bd26ed..ad3be0890 100644 --- a/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json +++ b/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json @@ -1 +1 @@ -{"inputs":[{"name":"input","shape":[1,299,299,3],"datatype":"FP32","data":[0.9851565361022949,0.08821514993906021,0.4814210832118988,0.9036499261856079,0.8968762755393982,0.9160313010215759,0.4776303768157959,0.060404982417821884,0.08620931953191757,0.11931801587343216,0.20179533958435059,0.5764948129653931,0.8355095982551575,0.7755355834960938,0.6783794164657593,0.9043194651603699,0.30763816833496094,0.44705554842948914,0.6196297407150269,0.6464436650276184,0.7429459691047668,0.9165676832199097,0.02560463361442089,0.3194909989833832,0.8501811027526855,0.5143552422523499,0.6585299968719482,0.009370562620460987,0.7856795191764832,0.6917453408241272,0.8190754652023315,0.08878854662179947,0.8913257718086243,0.2106350213289261,0.6647332310676575,0.24707289040088654,0.003242278005927801,0.637276291847229,0.6841996312141418,0.24554498493671417,0.19313004612922668,0.7830502390861511,0.30821704864501953,0.9420823454856873,0.21776652336120605,0.816706120967865,0.8947595953941345,0.9419693946838379,0.9663721919059753,0.41045549511909485,0.5717863440513611,0.415312796831131,0.6960285305976868,0.3121889531612396,0.7924246191978455,0.8203617930412292,0.08555970340967178,0.6267837882041931,0.0931844562292099,0.8279322385787964,0.1678072214126587,0.6935771107673645,0.5271673798561096,0.8498147130012512,0.4716165065765381,0.44944968819618225,0.9318522810935974,0.585698127746582,0.7660852074623108,0.7470269799232483,0.18943873047828674,0.6950626373291016,0.3611432909965515,0.19788634777069092,0.39102113246917725,0.275633841753006,0.4096093773841858,0.5876190066337585,0.12367099523544312,0.028802072629332542,0.29056036472320557,0.4671432673931122,0.5010625123977661,0.07596883177757263,0.8343760371208191,0.7877783179283142,0.5374295115470886,0.759621798992157,0.14693394303321838,0.36530306935310364,0.09665868431329727,0.28678232431411743,0.781970739364624,0.71797114610672,0.6996617317199707,0.8842308521270752,0.888560950756073,0.5801903605461121,0.9999254941940308,0.8157157301902771,0.8757551312446594,0.24198472499847412,0.691494345664978,0.35194918513298035,0.96776282787323,0.5742852091789246,0.27693092823028564,0.7287447452545166,0.7270951867103577,0.43313589692115784,0.31422436237335205,0.5796112418174744,0.6523448824882507,0.29682058095932007,0.46951907873153687,0.5181099772453308,0.6195529103279114,0.7275139093399048,0.20615479350090027,0.4580214023590088,0.5832465887069702,0.3689124286174774,0.685660183429718,0.1253269463777542,0.8882691264152527,0.4240652620792389,0.668321430683136,0.112324558198452,0.9280645251274109,0.0337158739566803,0.1719106286764145,0.09708768874406815,0.26443684101104736,0.5600540041923523,0.6237695813179016,0.8646219968795776,0.162467360496521,0.5011283159255981,0.9020587205886841,0.6685394048690796,0.3493186831474304,0.7718889713287354,0.9374362230300903,0.56184983253479,0.17722554504871368,0.5073425769805908,0.16169434785842896,0.10881245136260986,0.11230134963989258,0.4623887836933136,0.6869985461235046,0.39673835039138794,0.3400324881076813,0.18479730188846588,0.6518808007240295,0.10375434160232544,0.442164808511734,0.1561870574951172,0.5789764523506165,0.9808357357978821,0.7828490138053894,0.6006417274475098,0.989084005355835,0.5120841860771179,0.3901739716529846,0.4965563118457794,0.6642236709594727,0.9990667104721069,0.3197856545448303,0.718427300453186,0.7282475233078003,0.47232067584991455,0.4968046247959137,0.8461918830871582,0.08300497382879257,0.32196202874183655,0.024658966809511185,0.6262038946151733,0.7283596992492676,0.7326613664627075,0.839512288570404,0.8803126811981201,0.04041464999318123,0.9448414444923401,0.3982216417789459,0.6248525977134705,0.13044126331806183,0.1505899727344513,0.8003461956977844,0.6698855757713318,0.4197181761264801,0.2316078394651413,0.8412023782730103,0.7578339576721191,0.5445713400840759,0.5241379141807556,0.2430780678987503,0.19511450827121735,0.992268443107605,0.18794329464435577,0.13503120839595795,0.3387913405895233,0.11292688548564911,0.7976697683334351,0.24196389317512512,0.6239792704582214,0.6564935445785522,0.46957165002822876,0.5177103281021118,0.018331224098801613,0.29561007022857666,0.6948577165603638,0.2551327049732208,0.8421684503555298,0.7751647233963013,0.5227030515670776,0.09483909606933594,0.012144256383180618,0.2056540846824646,0.15822893381118774,0.7335208058357239,0.17915870249271393,0.6407509446144104,0.756382942199707,0.03805813193321228,0.92758709192276,0.44566991925239563,0.35944920778274536,0.7650566697120667,0.21031707525253296,0.2849871516227722,0.3893496096134186,0.07257406413555145,0.6100732088088989,0.32561230659484863,0.41581907868385315,0.24668142199516296,0.5016060471534729,0.12951907515525818,0.41263505816459656,0.03415929898619652,0.060670413076877594,0.12412901967763901,0.621896505355835,0.18162918090820312,0.25280120968818665,0.6996123194694519,0.4873766601085663,0.04391216114163399,0.07764211297035217,0.8407813906669617,0.9166391491889954,0.7670451998710632,0.022715162485837936,0.5443155169487,0.4508559107780456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From 437a7a0839ef1bb542e613ef1a6071ef4193d7f3 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 30 Sep 2024 16:45:33 +0530 Subject: [PATCH 20/22] removed Log and uncommented teardown --- .../triton/modelmesh-triton-tensorflow-input.json | 2 +- .../ODHDataScienceProject/ModelServer.resource | 5 +---- .../Page/ODH/ODHDashboard/ODHModelServing.resource | 11 ++++------- 3 files changed, 6 insertions(+), 12 deletions(-) diff --git a/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json b/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json index ad3be0890..d78bd26ed 100644 --- a/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json +++ b/ods_ci/tests/Resources/Files/triton/modelmesh-triton-tensorflow-input.json @@ -1 +1 @@ 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diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource index ef21b51fc..6c8999b14 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHDataScienceProject/ModelServer.resource @@ -212,7 +212,6 @@ Get Model Serving Access Token via UI [Documentation] Returns the token used for authentication to the serving route ... TODO: There can be multiple tokens defined for each model server, handle this case as well [Arguments] ${service_account_name}=default-name ${single_model}=${FALSE} ${model_name}=${NONE} - Log ${service_account_name} IF ${single_model} # Expand the model SeleniumLibrary.Click Button xpath: //a[text()='${model_name}']/parent::div/parent::td[@data-label='Name']/preceding-sibling::td/button # robocop: off=line-too-long @@ -220,10 +219,8 @@ Get Model Serving Access Token via UI ELSE SeleniumLibrary.Wait Until Page Contains Element xpath://td[@data-label="Tokens"]/button SeleniumLibrary.Click Element xpath://td[@data-label="Tokens"]/button - Log ${service_account_name} - SeleniumLibrary.Wait Until Page Contains ${service_account_name} timeout=10s ${token}= SeleniumLibrary.Get Element Attribute - ... xpath://div[.="${service_account_name}"]/../../td[@data-label="Token Secret"]//span/input value + ... xpath://div[.="${service_account_name} "]/../../td[@data-label="Token Secret"]//span/input value END RETURN ${token} diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource index 880dc3b68..9a0954e20 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource @@ -266,8 +266,7 @@ Get Model Inference ... 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} - Log ${service_account_name} + ... ${service_account_name}=default-name ${token}=${NONE} ${curl_cmd}= Set Variable ${NONE} ${self_managed}= Is RHODS Self-Managed IF $deployment_mode == 'UI' @@ -330,16 +329,15 @@ Verify Model Inference [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} ${service_account_name}=${NONE} + ... ${service_port}=${NONE} ${end_point}=${NONE} ${token}=${NONE} IF $deployment_mode == 'UI' Open Model Serving Home Page Switch Model Serving Project ${project_title} END - Log ${service_account_name} ${inference_output}= Get Model Inference model_name=${model_name} inference_input=${inference_input} ... token_auth=${token_auth} kserve_mode=${kserve_mode} project_title=${project_title} ... deployment_mode=${deployment_mode} service_port=${service_port} end_point=${end_point} - ... token=${token} service_account_name=${service_account_name} # robocop: disable + ... token=${token} # robocop: disable Log ${inference_output} ${result} ${list}= Inference Comparison ${expected_inference_output} ${inference_output} Log ${result} @@ -362,7 +360,6 @@ Verify Model Inference With Retries [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} - Log ${service_account_name} ${status}= Run Keyword And Return Status Verify Model Inference ${model_name} ${inference_input} ... ${expected_inference_output} ${token_auth} ${project_title} ${deployment_mode} IF not ${status} @@ -375,7 +372,7 @@ Verify Model Inference With Retries ${status}= Run Keyword And Return Status Verify Model Inference ... ${model_name} ${inference_input} ${expected_inference_output} ${token_auth} ... project_title=${project_title} deployment_mode=${deployment_mode} kserve_mode=${kserve_mode} - ... service_port=${service_port} end_point=${end_point} service_account_name=${service_account_name} + ... service_port=${service_port} end_point=${end_point} IF ${status} BREAK END From 19fcf01ce90c81e6b035b517047cb951df601cc8 Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Mon, 30 Sep 2024 16:50:25 +0530 Subject: [PATCH 21/22] changed timeout --- .../Resources/Page/ODH/ODHDashboard/ODHModelServing.resource | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource index 9a0954e20..f75f4dde5 100644 --- a/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource +++ b/ods_ci/tests/Resources/Page/ODH/ODHDashboard/ODHModelServing.resource @@ -179,11 +179,11 @@ Verify Model Status [Arguments] ${model_name} ${expected_status}=success IF "${expected_status}"=="success" SeleniumLibrary.Wait Until Page Contains Element - ... //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_SUCCESS} timeout=5m + ... //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_SUCCESS} timeout=2m Page Should Not Contain Element //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_FAILURE} ELSE SeleniumLibrary.Wait Until Page Contains Element - ... //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_FAILURE} timeout=5m + ... //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_FAILURE} timeout=2m Page Should Not Contain Element //div[.="${model_name} "]${MS_TABLE_STATUS}${MS_TABLE_STATUS_SUCCESS} END From b3ff86dc29f23147583f6b0ef0d4cb5cd7352eaf Mon Sep 17 00:00:00 2001 From: Raghul-M Date: Tue, 1 Oct 2024 11:50:07 +0530 Subject: [PATCH 22/22] removed RunThisTest tag --- .../1010__model_serving_triton_on_modelmesh.robot | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot index d3a2c177f..7f2c35953 100644 --- a/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot +++ b/ods_ci/tests/Tests/1000__model_serving/1010__model_serving_triton_on_modelmesh/1010__model_serving_triton_on_modelmesh.robot @@ -117,7 +117,7 @@ Test Pytorch Model Rest Inference Via UI (Triton on Modelmesh) Test Tensorflow Model Rest Inference Via UI (Triton on Modelmesh) [Documentation] Test the deployment of an onnx model in Kserve using Triton - [Tags] Sanity RHOAIENG-9069 RunThisTest + [Tags] Sanity RHOAIENG-9069 Open Data Science Projects Home Page Create Data Science Project title=${PRJ_TITLE} description=${PRJ_DESCRIPTION}