SrSSKJr SSKJr SSKJr SSKJr SSKJr SSK J r SSK J r SS K J r SS K J r SS K Jr S rS r\R""\R$R&5\R("SS\R*555r\R""\R$R.\R$R05\R("SS\555rg)z$Vertex AI endpoints predict command.)absolute_import)division)unicode_literals)client)base) constants) endpoint_util)endpoints_util)flags) region_utilcx[R"US[RS9 [R"U5 g)Nzto do online prediction) prompt_func)r AddEndpointResourceArgr PromptForOpRegionAddPredictInstanceArgparsers #lib/surface/ai/endpoints/predict.py_AddArgsrs/ //1f%c>URRR5nUR5SUl[ R "XRSS9 [R"US9n[R"UR5nU[R:XaURX$5nOURX$5nUR!S5(d%[R""UR$5UlUsSSS5 $!,(df  g=f)z Run Vertex AI online prediction. locationsIdT)region is_prediction)versionformatN)CONCEPTSendpointParseAsDictrr AiplatformEndpointOverridesrEndpointsClientr ReadInstancesFromArgs json_requestr GA_VERSIONPredict PredictBeta IsSpecifiedGetDefaultFormat predictionsr)argsr endpoint_refendpoints_clientinstances_jsonresultss r_Runr0&s''--/,##%m4$+00 kk7--g>#99$:K:KLN)&&& ((Fg ,,\Jg   H % %"33G4G4GHdk 777s B(D Dc.\rSrSrSr\S5rSrSrg) PredictGa:Run Vertex AI online prediction. `{command}` sends a prediction request to Vertex AI endpoint for the given instances. This command will read up to 100 instances, though the service itself will accept instances up to the payload limit size (currently, 1.5MB). ## EXAMPLES To predict against an endpoint ``123'' under project ``example'' in region ``us-central1'', run: $ {command} 123 --project=example --region=us-central1 --json-request=input.json c[U5 gN)rrs rArgsPredictGa.ArgsMs  Vrc6[U[R5$r6)r0rr%selfr+s rRun PredictGa.RunQs i** ++rN) __name__ __module__ __qualname____firstlineno____doc__ staticmethodr7r<__static_attributes__r>rrr2r2:s  ,rr2c\rSrSrSrSrSrg)r'Ur4c6[U[R5$r6)r0r BETA_VERSIONr:s rr<PredictBeta.Runhs i,, --rr>N)r?r@rArBrCr<rEr>rrr'r'Us  .rr'N)rC __future__rrr#googlecloudsdk.api_lib.ai.endpointsrgooglecloudsdk.calliopergooglecloudsdk.command_lib.airr r r r rr0 ReleaseTracks ReleaseTrackGAUniverseCompatibleCommandr2BETAALPHAr'r>rrrVs+&'6(378/5&(D%%((), ,*,2D%%**D,=,=,C,CD.).E.r