!VSrSSKJr SSKJr SSKJr "SS\R5r g)z+Generated client library for ml version v1.)absolute_import)base_api)ml_v1_messagesc^\rSrSrSr\rSrSrSr SS/r Sr S r S r S rSrSrS rS!U4S jjr"SS\R(5r"SS\R(5r"SS\R(5r"SS\R(5r"SS\R(5r"SS\R(5r"SS\R(5r"SS\R(5r"SS\R(5rS rU=r$)"MlV1 z3Generated client library for service ml version v1.zhttps://ml.googleapis.com/zhttps://ml.mtls.googleapis.com/mlz.https://www.googleapis.com/auth/cloud-platformz8https://www.googleapis.com/auth/cloud-platform.read-onlyv1 CLIENT_ID CLIENT_SECRETzgoogle-cloud-sdkNc >U=(d URn[[U]XX4UXgUU U U S9 UR U5UlUR U5UlURU5Ul URU5Ul URU5Ul URU5UlUR!U5UlUR%U5UlUR)U5Ulg)zCreate a new ml handle.) credentialsget_credentialshttpmodel log_request log_responsecredentials_argsdefault_global_paramsadditional_http_headersresponse_encodingN)BASE_URLsuperr__init__ProjectsJobsService projects_jobs"ProjectsLocationsOperationsServiceprojects_locations_operations%ProjectsLocationsStudiesTrialsService!projects_locations_studies_trialsProjectsLocationsStudiesServiceprojects_locations_studiesProjectsLocationsServiceprojects_locationsProjectsModelsVersionsServiceprojects_models_versionsProjectsModelsServiceprojects_modelsProjectsOperationsServiceprojects_operationsProjectsServiceprojects) selfurlrrrrrrrrrr __class__s ?lib/googlecloudsdk/generated_clients/apis/ml/v1/ml_v1_client.pyr MlV1.__init__s  C $ '%)3 7+-11$7D)-)P)PQU)VD&-1-W-WX\-]D*&*&J&J4&PD#";;DAD$($F$Ft$LD!55d;D#==dCD((.DMc^\rSrSrSrSrU4SjrSSjrS\lSSjr S\ lSS jr S \ lSS jr S \ lSS jr S\ lSSjr S\ lSSjrS\lSSjrS\lSrU=r$)MlV1.ProjectsJobsService4z-Service class for the projects_jobs resource.rcN>[[RU]U5 0UlgN)rrrr_upload_configsr-clientr/s r0r!MlV1.ProjectsJobsService.__init__9s" D $ $d4V< dr2cDURS5nURX1US9$)zCancels a running job. Args: request: (MlProjectsJobsCancelRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleProtobufEmpty) The response message. Cancel global_paramsGetMethodConfig _RunMethodr-requestr?configs r0r=MlV1.ProjectsJobsService.Cancel>/##H-f __ 88r2cB[R"SSSS/S//SSSSS S 9 $) Nz-v1/projects/{projectsId}/jobs/{jobsId}:cancelPOSTzml.projects.jobs.cancelnamev1/{+name}:cancelgoogleCloudMlV1CancelJobRequestMlProjectsJobsCancelRequestGoogleProtobufEmptyF flat_path http_method method_idordered_params path_params query_params relative_path request_fieldrequest_type_nameresponse_type_namesupports_downloadr ApiMethodInfor2r0!MlV1.ProjectsJobsService.Ks48#9#9A+xH)770 $r2cDURS5nURX1US9$)zCreates a training or a batch prediction job. Args: request: (MlProjectsJobsCreateRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Job) The response message. Creater>r@rCs r0raMlV1.ProjectsJobsService.CreateYrGr2cB[R"SSSS/S//SSSSS S 9 $) Nv1/projects/{projectsId}/jobsrIzml.projects.jobs.createparentv1/{+parent}/jobsgoogleCloudMlV1JobMlProjectsJobsCreateRequestGoogleCloudMlV1JobFrOr[r]r2r0r^r_fs48#9#91+ zJ)*7/ $r2cDURS5nURX1US9$)zDescribes a job. Args: request: (MlProjectsJobsGetRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Job) The response message. Getr>r@rCs r0rkMlV1.ProjectsJobsService.Gett/##E*f __ 88r2cB[R"SSSS/S//SSSSS S 9 $) N&v1/projects/{projectsId}/jobs/{jobsId}GETzml.projects.jobs.getrJ v1/{+name}MlProjectsJobsGetRequestriFrOr[r]r2r0r^r_s4 6 6:(xH"4/ !r2cDURS5nURX1US9$)aBGets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set. Args: request: (MlProjectsJobsGetIamPolicyRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleIamV1Policy) The response message. GetIamPolicyr>r@rCs r0ru%MlV1.ProjectsJobsService.GetIamPolicy/##N3f __ 88r2cD[R"SSSS/S/S/SSSS S S 9 $) Nz3v1/projects/{projectsId}/jobs/{jobsId}:getIamPolicyrpzml.projects.jobs.getIamPolicyresourceoptions_requestedPolicyVersionv1/{+resource}:getIamPolicyrr!MlProjectsJobsGetIamPolicyRequestGoogleIamV1PolicyFrOr[r]r2r0r^r_s7)?)?G1"|L673=. *r2cDURS5nURX1US9$)aVLists the jobs in the project. If there are no jobs that match the request parameters, the list request returns an empty response body: {}. Args: request: (MlProjectsJobsListRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1ListJobsResponse) The response message. Listr>r@rCs r0rMlV1.ProjectsJobsService.List/##F+f __ 88r2cF[R"SSSS/S//SQSSSS S S 9 $) Nrdrpzml.projects.jobs.listrefilterpageSize pageTokenrfrrMlProjectsJobsListRequestGoogleCloudMlV1ListJobsResponseFrOr[r]r2r0r^r_s4!7!71) zJ8)5< "r2cDURS5nURX1US9$)aUpdates a specific job resource. Currently the only supported fields to update are `labels`. Args: request: (MlProjectsJobsPatchRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Job) The response message. Patchr>r@rCs r0rMlV1.ProjectsJobsService.Patch/##G,f __ 88r2cD[R"SSSS/S/S/SSSS S S 9 $) NroPATCHzml.projects.jobs.patchrJ updateMaskrqrgMlProjectsJobsPatchRequestriFrOr[r]r2r0r^r_s6("8"8:*xH"^"*6/ #r2cDURS5nURX1US9$)ahSets the access control policy on the specified resource. Replaces any existing policy. Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED` errors. Args: request: (MlProjectsJobsSetIamPolicyRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleIamV1Policy) The response message. SetIamPolicyr>r@rCs r0r%MlV1.ProjectsJobsService.SetIamPolicyrwr2cB[R"SSSS/S//SSSSS S 9 $) Nz3v1/projects/{projectsId}/jobs/{jobsId}:setIamPolicyrIzml.projects.jobs.setIamPolicyryv1/{+resource}:setIamPolicygoogleIamV1SetIamPolicyRequest!MlProjectsJobsSetIamPolicyRequestr}FrOr[r]r2r0r^r_s4)?)?G1"|L36=. *r2cDURS5nURX1US9$)a<Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a `NOT_FOUND` error. Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning. Args: request: (MlProjectsJobsTestIamPermissionsRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleIamV1TestIamPermissionsResponse) The response message. TestIamPermissionsr>r@rCs r0r+MlV1.ProjectsJobsService.TestIamPermissions0##$89f __ 88r2cB[R"SSSS/S//SSSSS S 9 $) Nz9v1/projects/{projectsId}/jobs/{jobsId}:testIamPermissionsrIz#ml.projects.jobs.testIamPermissionsry!v1/{+resource}:testIamPermissions$googleIamV1TestIamPermissionsRequest'MlProjectsJobsTestIamPermissionsRequest%GoogleIamV1TestIamPermissionsResponseFrOr[r]r2r0r^r_s4x/E/EM7"|L9<CB 0r2r8r7)__name__ __module__ __qualname____firstlineno____doc___NAMErr= method_configrarkrurrrr__static_attributes__ __classcell__r/s@r0rr44s7 E 8 F 8 F 8 C 8 "L 8 D 8 E 8 "L 8 ($$r2rcd^\rSrSrSrSrU4SjrS SjrS\lS Sjr S\ lS r U=r $) 'MlV1.ProjectsLocationsOperationsServiceiz=Service class for the projects_locations_operations resource.rcN>[[RU]U5 0Ulgr7)rrrrr8r9s r0r0MlV1.ProjectsLocationsOperationsService.__init__s" D 3 3TCFK dr2cDURS5nURX1US9$)aStarts asynchronous cancellation on a long-running operation. The server makes a best effort to cancel the operation, but success is not guaranteed. If the server doesn't support this method, it returns `google.rpc.Code.UNIMPLEMENTED`. Clients can use Operations.GetOperation or other methods to check whether the cancellation succeeded or whether the operation completed despite cancellation. On successful cancellation, the operation is not deleted; instead, it becomes an operation with an Operation.error value with a google.rpc.Status.code of `1`, corresponding to `Code.CANCELLED`. Args: request: (MlProjectsLocationsOperationsCancelRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleProtobufEmpty) The response message. r=r>r@rCs r0r=.MlV1.ProjectsLocationsOperationsService.Cancel rGr2cB[R"SSSS/S//SSSSS S 9 $) NzQv1/projects/{projectsId}/locations/{locationsId}/operations/{operationsId}:cancelrIz'ml.projects.locations.operations.cancelrJrKrr*MlProjectsLocationsOperationsCancelRequestrNFrOr[r]r2r0r^0MlV1.ProjectsLocationsOperationsService.-s48#9#9e;xH)F0 $r2cDURS5nURX1US9$)aoGets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service. Args: request: (MlProjectsLocationsOperationsGetRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleLongrunningOperation) The response message. rkr>r@rCs r0rk+MlV1.ProjectsLocationsOperationsService.Get;rmr2cB[R"SSSS/S//SSSSS S 9 $) NzJv1/projects/{projectsId}/locations/{locationsId}/operations/{operationsId}rpz$ml.projects.locations.operations.getrJrqrr'MlProjectsLocationsOperationsGetRequestGoogleLongrunningOperationFrOr[r]r2r0r^rHs4 6 6^8xH"C7 !r2rr7) rrrrrrrr=rrkrrrs@r0rrs1G +E 8 F 8 Cr2rc4^\rSrSrSrSrU4SjrSSjrS\lSSjr S\ lSS jr S \ lSS jr S \ lSS jr S\ lSSjr S\ lSSjrS\lSSjrS\lSSjrS\lSSjrS\lSrU=r$)*MlV1.ProjectsLocationsStudiesTrialsServiceiVzAService class for the projects_locations_studies_trials resource.r cN>[[RU]U5 0Ulgr7)rrrrr8r9s r0r3MlV1.ProjectsLocationsStudiesTrialsService.__init__[s" D 6 6FvN dr2cDURS5nURX1US9$)a`Adds a measurement of the objective metrics to a trial. This measurement is assumed to have been taken before the trial is complete. Args: request: (MlProjectsLocationsStudiesTrialsAddMeasurementRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Trial) The response message. AddMeasurementr>r@rCs r0r9MlV1.ProjectsLocationsStudiesTrialsService.AddMeasurement`s0##$45f __ 88r2cB[R"SSSS/S//SSSSS S 9 $) Nzev1/projects/{projectsId}/locations/{locationsId}/studies/{studiesId}/trials/{trialsId}:addMeasurementrIz3ml.projects.locations.studies.trials.addMeasurementrJzv1/{+name}:addMeasurement)googleCloudMlV1AddTrialMeasurementRequest5MlProjectsLocationsStudiesTrialsAddMeasurementRequestGoogleCloudMlV1TrialFrOr[r]r2r0r^3MlV1.ProjectsLocationsStudiesTrialsService.ms48+A+AyGxH1AQ1 ,r2cDURS5nURX1US9$)aChecks whether a trial should stop or not. Returns a long-running operation. When the operation is successful, it will contain a CheckTrialEarlyStoppingStateResponse. Args: request: (MlProjectsLocationsStudiesTrialsCheckEarlyStoppingStateRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleLongrunningOperation) The response message. CheckEarlyStoppingStater>r@rCs r0rBMlV1.ProjectsLocationsStudiesTrialsService.CheckEarlyStoppingState{s0##$=>f __ 88r2cB[R"SSSS/S//SSSSS S 9 $) Nznv1/projects/{projectsId}/locations/{locationsId}/studies/{studiesId}/trials/{trialsId}:checkEarlyStoppingStaterIzMlProjectsLocationsStudiesTrialsCheckEarlyStoppingStateRequestrFrOr[r]r2r0r^rs7H4J4JCPxH:JZ7 5r2cDURS5nURX1US9$)zMarks a trial as complete. Args: request: (MlProjectsLocationsStudiesTrialsCompleteRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Trial) The response message. Completer>r@rCs r0r3MlV1.ProjectsLocationsStudiesTrialsService.Completes/##J/f __ 88r2cB[R"SSSS/S//SSSSS S 9 $) Nz_v1/projects/{projectsId}/locations/{locationsId}/studies/{studiesId}/trials/{trialsId}:completerIz-ml.projects.locations.studies.trials.completerJzv1/{+name}:complete#googleCloudMlV1CompleteTrialRequest/MlProjectsLocationsStudiesTrialsCompleteRequestrFrOr[r]r2r0r^rs4X%;%;sAxH+;K1 &r2cDURS5nURX1US9$)zAdds a user provided trial to a study. Args: request: (MlProjectsLocationsStudiesTrialsCreateRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Trial) The response message. rar>r@rCs r0ra1MlV1.ProjectsLocationsStudiesTrialsService.CreaterGr2cB[R"SSSS/S//SSSSS S 9 $) NKv1/projects/{projectsId}/locations/{locationsId}/studies/{studiesId}/trialsrIz+ml.projects.locations.studies.trials.createrev1/{+parent}/trialsgoogleCloudMlV1Trial-MlProjectsLocationsStudiesTrialsCreateRequestrFrOr[r]r2r0r^rs48#9#9_? zJ+,I1 $r2cDURS5nURX1US9$)zDeletes a trial. Args: request: (MlProjectsLocationsStudiesTrialsDeleteRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleProtobufEmpty) The response message. Deleter>r@rCs r0r1MlV1.ProjectsLocationsStudiesTrialsService.DeleterGr2cB[R"SSSS/S//SSSSS S 9 $) NVv1/projects/{projectsId}/locations/{locationsId}/studies/{studiesId}/trials/{trialsId}DELETEz+ml.projects.locations.studies.trials.deleterJrqrr-MlProjectsLocationsStudiesTrialsDeleteRequestrNFrOr[r]r2r0r^rs48#9#9j?xH"I0 $r2cDURS5nURX1US9$)zGets a trial. Args: request: (MlProjectsLocationsStudiesTrialsGetRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Trial) The response message. rkr>r@rCs r0rk.MlV1.ProjectsLocationsStudiesTrialsService.Getrmr2cB[R"SSSS/S//SSSSS S 9 $) Nrrpz(ml.projects.locations.studies.trials.getrJrqrr*MlProjectsLocationsStudiesTrialsGetRequestrFrOr[r]r2r0r^rs4 6 6j<xH"F1 !r2cDURS5nURX1US9$)aLists the trials associated with a study. Args: request: (MlProjectsLocationsStudiesTrialsListRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1ListTrialsResponse) The response message. rr>r@rCs r0r/MlV1.ProjectsLocationsStudiesTrialsService.Listrr2cB[R"SSSS/S//SSSSS S 9 $) Nrrpz)ml.projects.locations.studies.trials.listrerrr+MlProjectsLocationsStudiesTrialsListRequest!GoogleCloudMlV1ListTrialsResponseFrOr[r]r2r0r^rs4!7!7_= zJ+G> "r2cDURS5nURX1US9$)aLists the pareto-optimal trials for multi-objective study or the optimal trials for single-objective study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency. Args: request: (MlProjectsLocationsStudiesTrialsListOptimalTrialsRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1ListOptimalTrialsResponse) The response message. ListOptimalTrialsr>r@rCs r0rr@rCs r0r/MlV1.ProjectsLocationsStudiesTrialsService.Stop8rr2cB[R"SSSS/S//SSSSS S 9 $) Nz[v1/projects/{projectsId}/locations/{locationsId}/studies/{studiesId}/trials/{trialsId}:stoprIz)ml.projects.locations.studies.trials.stoprJzv1/{+name}:stopgoogleCloudMlV1StopTrialRequest+MlProjectsLocationsStudiesTrialsStopRequestrFrOr[r]r2r0r^rEs4!7!7o=xH'7G1 "r2cDURS5nURX1US9$)aAdds one or more trials to a study, with parameter values suggested by AI Platform Vizier. Returns a long-running operation associated with the generation of trial suggestions. When this long-running operation succeeds, it will contain a SuggestTrialsResponse. Args: request: (MlProjectsLocationsStudiesTrialsSuggestRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleLongrunningOperation) The response message. Suggestr>r@rCs r0r2MlV1.ProjectsLocationsStudiesTrialsService.SuggestS/##I.f __ 88r2cB[R"SSSS/S//SSSSS S 9 $) NzSv1/projects/{projectsId}/locations/{locationsId}/studies/{studiesId}/trials:suggestrIz,ml.projects.locations.studies.trials.suggestrezv1/{+parent}/trials:suggest#googleCloudMlV1SuggestTrialsRequest.MlProjectsLocationsStudiesTrialsSuggestRequestrFrOr[r]r2r0r^r`s4H$:$:g@ zJ3;J7 %r2rr7)rrrrrrrrrrrrarrkrrrrrrrs@r0rrVsK /E 8 $N  8 -) 8 H 8 F 8 F 8 C 8 D 8 '# 8 D 8 Gr2rc^\rSrSrSrSrU4SjrSSjrS\lSSjr S\ lSS jr S \ lSS jr S \ lS r U=r $)$MlV1.ProjectsLocationsStudiesServiceinz:Service class for the projects_locations_studies resource.r"cN>[[RU]U5 0Ulgr7)rrr!rr8r9s r0r-MlV1.ProjectsLocationsStudiesService.__init__ss" D 0 0$@H dr2cDURS5nURX1US9$)zCreates a study. Args: request: (MlProjectsLocationsStudiesCreateRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Study) The response message. rar>r@rCs r0ra+MlV1.ProjectsLocationsStudiesService.CreatexrGr2cD[R"SSSS/S/S/SSSS S S 9 $) N8v1/projects/{projectsId}/locations/{locationsId}/studiesrIz$ml.projects.locations.studies.createrestudyIdv1/{+parent}/studiesgoogleCloudMlV1Study'MlProjectsLocationsStudiesCreateRequestGoogleCloudMlV1StudyFrOr[r]r2r0r^-MlV1.ProjectsLocationsStudiesService.s68#9#9L8 zJ[,,C1 $r2cDURS5nURX1US9$)zDeletes a study. Args: request: (MlProjectsLocationsStudiesDeleteRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleProtobufEmpty) The response message. rr>r@rCs r0r+MlV1.ProjectsLocationsStudiesService.DeleterGr2cB[R"SSSS/S//SSSSS S 9 $) NDv1/projects/{projectsId}/locations/{locationsId}/studies/{studiesId}rz$ml.projects.locations.studies.deleterJrqrr'MlProjectsLocationsStudiesDeleteRequestrNFrOr[r]r2r0r^r s48#9#9X8xH"C0 $r2cDURS5nURX1US9$)zGets a study. Args: request: (MlProjectsLocationsStudiesGetRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Study) The response message. rkr>r@rCs r0rk(MlV1.ProjectsLocationsStudiesService.Getrmr2cB[R"SSSS/S//SSSSS S 9 $) Nrrpz!ml.projects.locations.studies.getrJrqrr$MlProjectsLocationsStudiesGetRequestr FrOr[r]r2r0r^r s4 6 6X5xH"@1 !r2cDURS5nURX1US9$)aLists all the studies in a region for an associated project. Args: request: (MlProjectsLocationsStudiesListRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1ListStudiesResponse) The response message. rr>r@rCs r0r)MlV1.ProjectsLocationsStudiesService.Listrr2cB[R"SSSS/S//SSSSS S 9 $) Nrrpz"ml.projects.locations.studies.listrerrr%MlProjectsLocationsStudiesListRequest"GoogleCloudMlV1ListStudiesResponseFrOr[r]r2r0r^r s4!7!7L6 zJ,A? "r2rr7)rrrrrrrrarrrkrrrrs@r0r!rnsOD (E 8 F 8 F 8 C 8 Dr2r!cd^\rSrSrSrSrU4SjrS SjrS\lS Sjr S\ lS r U=r $) MlV1.ProjectsLocationsServiceiz2Service class for the projects_locations resource.r$cN>[[RU]U5 0Ulgr7)rrr#rr8r9s r0r&MlV1.ProjectsLocationsService.__init__s" D ) )49&A dr2cDURS5nURX1US9$)a/Get the complete list of CMLE capabilities in a location, along with their location-specific properties. Args: request: (MlProjectsLocationsGetRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Location) The response message. rkr>r@rCs r0rk!MlV1.ProjectsLocationsService.Getrmr2cB[R"SSSS/S//SSSSS S 9 $) Nz0v1/projects/{projectsId}/locations/{locationsId}rpzml.projects.locations.getrJrqrrMlProjectsLocationsGetRequestGoogleCloudMlV1LocationFrOr[r]r2r0r^&MlV1.ProjectsLocationsService.s4 6 6D-xH"94 !r2cDURS5nURX1US9$)aList all locations that provides at least one type of CMLE capability. Args: request: (MlProjectsLocationsListRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1ListLocationsResponse) The response message. rr>r@rCs r0r"MlV1.ProjectsLocationsService.List rr2cF[R"SSSS/S/SS/SSS S S S 9 $) Nz"v1/projects/{projectsId}/locationsrpzml.projects.locations.listrerrzv1/{+parent}/locationsrrMlProjectsLocationsListRequest$GoogleCloudMlV1ListLocationsResponseFrOr[r]r2r0r^r"s9!7!76. zJ +..:A "r2rr7) rrrrrrrrkrrrrrs@r0r#rs1< E 8 C 8 Dr2r#c^\rSrSrSrSrU4SjrSSjrS\lSSjr S\ lSS jr S \ lSS jr S \ lSS jr S\ lSSjr S\ lSrU=r$)"MlV1.ProjectsModelsVersionsServicei$z8Service class for the projects_models_versions resource.r&cN>[[RU]U5 0Ulgr7)rrr%rr8r9s r0r+MlV1.ProjectsModelsVersionsService.__init__)s" D . .>vF dr2cDURS5nURX1US9$)aCreates a new version of a model from a trained TensorFlow model. If the version created in the cloud by this call is the first deployed version of the specified model, it will be made the default version of the model. When you add a version to a model that already has one or more versions, the default version does not automatically change. If you want a new version to be the default, you must call projects.models.versions.setDefault. Args: request: (MlProjectsModelsVersionsCreateRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleLongrunningOperation) The response message. rar>r@rCs r0ra)MlV1.ProjectsModelsVersionsService.Create.rGr2cB[R"SSSS/S//SSSSS S 9 $) N3v1/projects/{projectsId}/models/{modelsId}/versionsrIz"ml.projects.models.versions.createrev1/{+parent}/versionsgoogleCloudMlV1Version%MlProjectsModelsVersionsCreateRequestrFrOr[r]r2r0r^+MlV1.ProjectsModelsVersionsService.;s48#9#9G6 zJ-.A7 $r2cDURS5nURX1US9$)aDeletes a model version. Each model can have multiple versions deployed and in use at any given time. Use this method to remove a single version. Note: You cannot delete the version that is set as the default version of the model unless it is the only remaining version. Args: request: (MlProjectsModelsVersionsDeleteRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleLongrunningOperation) The response message. rr>r@rCs r0r)MlV1.ProjectsModelsVersionsService.DeleteIrGr2cB[R"SSSS/S//SSSSS S 9 $) N@v1/projects/{projectsId}/models/{modelsId}/versions/{versionsId}rz"ml.projects.models.versions.deleterJrqrr%MlProjectsModelsVersionsDeleteRequestrFrOr[r]r2r0r^r3Vs48#9#9T6xH"A7 $r2cDURS5nURX1US9$)aGets information about a model version. Models can have multiple versions. You can call projects.models.versions.list to get the same information that this method returns for all of the versions of a model. Args: request: (MlProjectsModelsVersionsGetRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Version) The response message. rkr>r@rCs r0rk&MlV1.ProjectsModelsVersionsService.Getdrmr2cB[R"SSSS/S//SSSSS S 9 $) Nr7rpzml.projects.models.versions.getrJrqrr"MlProjectsModelsVersionsGetRequestGoogleCloudMlV1VersionFrOr[r]r2r0r^r3qs4 6 6T3xH">3 !r2cDURS5nURX1US9$)a<Gets basic information about all the versions of a model. If you expect that a model has many versions, or if you need to handle only a limited number of results at a time, you can request that the list be retrieved in batches (called pages). If there are no versions that match the request parameters, the list request returns an empty response body: {}. Args: request: (MlProjectsModelsVersionsListRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1ListVersionsResponse) The response message. rr>r@rCs r0r'MlV1.ProjectsModelsVersionsService.Listrr2cF[R"SSSS/S//SQSSSS S S 9 $) Nr/rpz ml.projects.models.versions.listrerr0rr#MlProjectsModelsVersionsListRequest#GoogleCloudMlV1ListVersionsResponseFrOr[r]r2r0r^r3s4!7!7G4 zJ8-?@ "r2cDURS5nURX1US9$)a|Updates the specified Version resource. Currently the only update-able fields are `description`, `requestLoggingConfig`, `autoScaling.minNodes`, and `manualScaling.nodes`. Args: request: (MlProjectsModelsVersionsPatchRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleLongrunningOperation) The response message. rr>r@rCs r0r(MlV1.ProjectsModelsVersionsService.Patchrr2cD[R"SSSS/S/S/SSSS S S 9 $) Nr7rz!ml.projects.models.versions.patchrJrrqr1$MlProjectsModelsVersionsPatchRequestrFrOr[r]r2r0r^r3s6("8"8T5xH"^".@7 #r2cDURS5nURX1US9$)a!Designates a version to be the default for the model. The default version is used for prediction requests made against the model that don't specify a version. The first version to be created for a model is automatically set as the default. You must make any subsequent changes to the default version setting manually using this method. Args: request: (MlProjectsModelsVersionsSetDefaultRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Version) The response message. SetDefaultr>r@rCs r0rH-MlV1.ProjectsModelsVersionsService.SetDefaults/##L1f __ 88r2cB[R"SSSS/S//SSSSS S 9 $) NzKv1/projects/{projectsId}/models/{modelsId}/versions/{versionsId}:setDefaultrIz&ml.projects.models.versions.setDefaultrJzv1/{+name}:setDefault'googleCloudMlV1SetDefaultVersionRequest)MlProjectsModelsVersionsSetDefaultRequestr=FrOr[r]r2r0r^r3s4x'='=_:xH-?E3 (r2rr7)rrrrrrrrarrrkrrrHrrrs@r0r%r)$smB &E 8 F 8 F 8 C 8 D 8 E 8 Jr2r%c^\rSrSrSrSrU4SjrSSjrS\lSSjr S\ lSS jr S \ lSS jr S \ lSS jr S\ lSSjr S\ lSSjrS\lSSjrS\lSrU=r$)MlV1.ProjectsModelsServiceiz/Service class for the projects_models resource.r(cN>[[RU]U5 0Ulgr7)rrr'rr8r9s r0r#MlV1.ProjectsModelsService.__init__s" D & &6v> dr2cDURS5nURX1US9$)aCreates a model which will later contain one or more versions. You must add at least one version before you can request predictions from the model. Add versions by calling projects.models.versions.create. Args: request: (MlProjectsModelsCreateRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Model) The response message. rar>r@rCs r0ra!MlV1.ProjectsModelsService.CreaterGr2cB[R"SSSS/S//SSSSS S 9 $) Nv1/projects/{projectsId}/modelsrIzml.projects.models.createrev1/{+parent}/modelsgoogleCloudMlV1ModelMlProjectsModelsCreateRequestGoogleCloudMlV1ModelFrOr[r]r2r0r^#MlV1.ProjectsModelsService.s48#9#93- zJ+,91 $r2cDURS5nURX1US9$)aZDeletes a model. You can only delete a model if there are no versions in it. You can delete versions by calling projects.models.versions.delete. Args: request: (MlProjectsModelsDeleteRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleLongrunningOperation) The response message. rr>r@rCs r0r!MlV1.ProjectsModelsService.DeleterGr2cB[R"SSSS/S//SSSSS S 9 $) N*v1/projects/{projectsId}/models/{modelsId}rzml.projects.models.deleterJrqrrMlProjectsModelsDeleteRequestrFrOr[r]r2r0r^rYs48#9#9>-xH"97 $r2cDURS5nURX1US9$)a`Gets information about a model, including its name, the description (if set), and the default version (if at least one version of the model has been deployed). Args: request: (MlProjectsModelsGetRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1Model) The response message. rkr>r@rCs r0rkMlV1.ProjectsModelsService.Getrmr2cB[R"SSSS/S//SSSSS S 9 $) Nr]rpzml.projects.models.getrJrqrrMlProjectsModelsGetRequestrXFrOr[r]r2r0r^rYs4 6 6>*xH"61 !r2cDURS5nURX1US9$)aDGets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set. Args: request: (MlProjectsModelsGetIamPolicyRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleIamV1Policy) The response message. rur>r@rCs r0ru'MlV1.ProjectsModelsService.GetIamPolicy+rwr2cD[R"SSSS/S/S/SSSS S S 9 $) Nz7v1/projects/{projectsId}/models/{modelsId}:getIamPolicyrpzml.projects.models.getIamPolicyryrzr{rr#MlProjectsModelsGetIamPolicyRequestr}FrOr[r]r2r0r^rY8s7)?)?K3"|L673?. *r2cDURS5nURX1US9$)aLists the models in a project. Each project can contain multiple models, and each model can have multiple versions. If there are no models that match the request parameters, the list request returns an empty response body: {}. Args: request: (MlProjectsModelsListRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1ListModelsResponse) The response message. rr>r@rCs r0rMlV1.ProjectsModelsService.ListFrr2cF[R"SSSS/S//SQSSSS S S 9 $) NrTrpzml.projects.models.listrerrUrrMlProjectsModelsListRequest!GoogleCloudMlV1ListModelsResponseFrOr[r]r2r0r^rYSs4!7!73+ zJ8+7> "r2cDURS5nURX1US9$)aGUpdates a specific model resource. Currently the only supported fields to update are `description` and `default_version.name`. Args: request: (MlProjectsModelsPatchRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleLongrunningOperation) The response message. rr>r@rCs r0r MlV1.ProjectsModelsService.Patcharr2cD[R"SSSS/S/S/SSSS S S 9 $) Nr]rzml.projects.models.patchrJrrqrVMlProjectsModelsPatchRequestrFrOr[r]r2r0r^rYns6("8"8>,xH"^",87 #r2cDURS5nURX1US9$)ajSets the access control policy on the specified resource. Replaces any existing policy. Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED` errors. Args: request: (MlProjectsModelsSetIamPolicyRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleIamV1Policy) The response message. rr>r@rCs r0r'MlV1.ProjectsModelsService.SetIamPolicy|rwr2cB[R"SSSS/S//SSSSS S 9 $) Nz7v1/projects/{projectsId}/models/{modelsId}:setIamPolicyrIzml.projects.models.setIamPolicyryrr#MlProjectsModelsSetIamPolicyRequestr}FrOr[r]r2r0r^rYs4)?)?K3"|L36?. *r2cDURS5nURX1US9$)a>Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a `NOT_FOUND` error. Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning. Args: request: (MlProjectsModelsTestIamPermissionsRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleIamV1TestIamPermissionsResponse) The response message. rr>r@rCs r0r-MlV1.ProjectsModelsService.TestIamPermissionsrr2cB[R"SSSS/S//SSSSS S 9 $) Nz=v1/projects/{projectsId}/models/{modelsId}:testIamPermissionsrIz%ml.projects.models.testIamPermissionsryrr)MlProjectsModelsTestIamPermissionsRequestrFrOr[r]r2r0r^rYs4x/E/EQ9"|L9<EB 0r2rr7)rrrrrrrrarrrkrurrrrrrrs@r0r'rNs9 E 8 F 8 F 8 C 8 "L 8 D 8 E 8 "L 8 ($$r2r'c~^\rSrSrSrSrU4SjrS SjrS\lS Sjr S\ lS S jr S \ lS r U=r $) MlV1.ProjectsOperationsServiceiz3Service class for the projects_operations resource.r*cN>[[RU]U5 0Ulgr7)rrr)rr8r9s r0r'MlV1.ProjectsOperationsService.__init__s" D * *D:6B dr2cDURS5nURX1US9$)aStarts asynchronous cancellation on a long-running operation. The server makes a best effort to cancel the operation, but success is not guaranteed. If the server doesn't support this method, it returns `google.rpc.Code.UNIMPLEMENTED`. Clients can use Operations.GetOperation or other methods to check whether the cancellation succeeded or whether the operation completed despite cancellation. On successful cancellation, the operation is not deleted; instead, it becomes an operation with an Operation.error value with a google.rpc.Status.code of `1`, corresponding to `Code.CANCELLED`. Args: request: (MlProjectsOperationsCancelRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleProtobufEmpty) The response message. r=r>r@rCs r0r=%MlV1.ProjectsOperationsService.CancelrGr2cB[R"SSSS/S//SSSSS S 9 $) Nz9v1/projects/{projectsId}/operations/{operationsId}:cancelrIzml.projects.operations.cancelrJrKrr!MlProjectsOperationsCancelRequestrNFrOr[r]r2r0r^'MlV1.ProjectsOperationsService.s48#9#9M1xH)=0 $r2cDURS5nURX1US9$)afGets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service. Args: request: (MlProjectsOperationsGetRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleLongrunningOperation) The response message. rkr>r@rCs r0rk"MlV1.ProjectsOperationsService.Getrmr2cB[R"SSSS/S//SSSSS S 9 $) Nz2v1/projects/{projectsId}/operations/{operationsId}rpzml.projects.operations.getrJrqrrMlProjectsOperationsGetRequestrFrOr[r]r2r0r^rs4 6 6F.xH":7 !r2cDURS5nURX1US9$)a`Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns `UNIMPLEMENTED`. Args: request: (MlProjectsOperationsListRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleLongrunningListOperationsResponse) The response message. rr>r@rCs r0r#MlV1.ProjectsOperationsService.Listrr2cF[R"SSSS/S//SQSSSS S S 9 $) Nz#v1/projects/{projectsId}/operationsrpzml.projects.operations.listrJ)rrrreturnPartialSuccesszv1/{+name}/operationsrrMlProjectsOperationsListRequest'GoogleLongrunningListOperationsResponseFrOr[r]r2r0r^rs4!7!77/xHP-;D "r2rr7) rrrrrrrr=rrkrrrrs@r0r)rys@= !E 8 F 8 C 8 Dr2r)c~^\rSrSrSrSrU4SjrS SjrS\lS Sjr S\ lS S jr S \ lS r U=r $) MlV1.ProjectsServicei z(Service class for the projects resource.r,cN>[[RU]U5 0Ulgr7)rrr+rr8r9s r0rMlV1.ProjectsService.__init__s" D $08 dr2cDURS5nURX1US9$)a/Performs explanation on the data in the request. {% dynamic include "/ai-platform/includes/___explain-request" %} . Args: request: (MlProjectsExplainRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleApiHttpBody) The response message. Explainr>r@rCs r0rMlV1.ProjectsService.Explainrr2cB[R"SSSS/S//SSSSS S 9 $) Nz v1/projects/{projectsId}:explainrIzml.projects.explainrJzv1/{+name}:explaingoogleCloudMlV1ExplainRequestMlProjectsExplainRequestGoogleApiHttpBodyFrOr[r]r2r0r^MlV1.ProjectsService.$4H$:$:4'xH*54. %r2cDURS5nURX1US9$)aGet the service account information associated with your project. You need this information in order to grant the service account permissions for the Google Cloud Storage location where you put your model training code for training the model with Google Cloud Machine Learning. Args: request: (MlProjectsGetConfigRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleCloudMlV1GetConfigResponse) The response message. GetConfigr>r@rCs r0rMlV1.ProjectsService.GetConfig2s/##K0f __ 88r2cB[R"SSSS/S//SSSSS S 9 $) Nz"v1/projects/{projectsId}:getConfigrpzml.projects.getConfigrJzv1/{+name}:getConfigrrMlProjectsGetConfigRequest GoogleCloudMlV1GetConfigResponseFrOr[r]r2r0r^r?s4h&<&<6)xH,6= 'r2cDURS5nURX1US9$)a5Performs online prediction on the data in the request. {% dynamic include "/ai-platform/includes/___predict-request" %} . Args: request: (MlProjectsPredictRequest) input message global_params: (StandardQueryParameters, default: None) global arguments Returns: (GoogleApiHttpBody) The response message. Predictr>r@rCs r0rMlV1.ProjectsService.PredictMrr2cB[R"SSSS/S//SSSSS S 9 $) Nz v1/projects/{projectsId}:predictrIzml.projects.predictrJzv1/{+name}:predictgoogleCloudMlV1PredictRequestMlProjectsPredictRequestrFrOr[r]r2r0r^rZrr2rr7) rrrrrrrrrrrrrrs@r0r+r s@2 E 8 G 8 I 8 Gr2r+) r,rr$rr"r r(r&r*) rrNTNNFFNNNN) rrrrrmessagesMESSAGES_MODULEr MTLS_BASE_URL_PACKAGE_SCOPES_VERSION _CLIENT_ID_CLIENT_SECRET _USER_AGENT_CLIENT_CLASS_NAME _URL_VERSION_API_KEYrrBaseApiServicerrrr!r#r%r'r)r+rrrs@r0rr s;/ )(3- ( =?y z' (*"."+, ()-6:/4<@?C /2`H33`D>8+B+B>@Vh.E.EVpt(?(?tl>!8!8>@jh&=&=jX`h55`DY("9"9YvY//YYr2rN) r __future__rapitools.base.pyr+googlecloudsdk.generated_clients.apis.ml.v1rr BaseApiClientrr]r2r0rs'1'%R\8 ! !\r2