{-# LANGUAGE DataKinds #-} {-# LANGUAGE NoImplicitPrelude #-} {-# LANGUAGE TypeOperators #-} {-# OPTIONS_GHC -fno-warn-unused-imports #-} {-# OPTIONS_GHC -fno-warn-duplicate-exports #-} -- | -- Module : Network.Google.MachineLearning -- Copyright : (c) 2015-2016 Brendan Hay -- License : Mozilla Public License, v. 2.0. -- Maintainer : Brendan Hay -- Stability : auto-generated -- Portability : non-portable (GHC extensions) -- -- An API to enable creating and using machine learning models. -- -- /See:/ module Network.Google.MachineLearning ( -- * Service Configuration machineLearningService -- * OAuth Scopes , cloudPlatformScope -- * API Declaration , MachineLearningAPI -- * Resources -- ** ml.operations.delete , module Network.Google.Resource.Ml.Operations.Delete -- ** ml.projects.getConfig , module Network.Google.Resource.Ml.Projects.GetConfig -- ** ml.projects.jobs.cancel , module Network.Google.Resource.Ml.Projects.Jobs.Cancel -- ** ml.projects.jobs.create , module Network.Google.Resource.Ml.Projects.Jobs.Create -- ** ml.projects.jobs.get , module Network.Google.Resource.Ml.Projects.Jobs.Get -- ** ml.projects.jobs.getIamPolicy , module Network.Google.Resource.Ml.Projects.Jobs.GetIAMPolicy -- ** ml.projects.jobs.list , module Network.Google.Resource.Ml.Projects.Jobs.List -- ** ml.projects.jobs.patch , module Network.Google.Resource.Ml.Projects.Jobs.Patch -- ** ml.projects.jobs.setIamPolicy , module Network.Google.Resource.Ml.Projects.Jobs.SetIAMPolicy -- ** ml.projects.jobs.testIamPermissions , module Network.Google.Resource.Ml.Projects.Jobs.TestIAMPermissions -- ** ml.projects.locations.get , module Network.Google.Resource.Ml.Projects.Locations.Get -- ** ml.projects.locations.list , module Network.Google.Resource.Ml.Projects.Locations.List -- ** ml.projects.models.create , module Network.Google.Resource.Ml.Projects.Models.Create -- ** ml.projects.models.delete , module Network.Google.Resource.Ml.Projects.Models.Delete -- ** ml.projects.models.get , module Network.Google.Resource.Ml.Projects.Models.Get -- ** ml.projects.models.getIamPolicy , module Network.Google.Resource.Ml.Projects.Models.GetIAMPolicy -- ** ml.projects.models.list , module Network.Google.Resource.Ml.Projects.Models.List -- ** ml.projects.models.patch , module Network.Google.Resource.Ml.Projects.Models.Patch -- ** ml.projects.models.setIamPolicy , module Network.Google.Resource.Ml.Projects.Models.SetIAMPolicy -- ** ml.projects.models.testIamPermissions , module Network.Google.Resource.Ml.Projects.Models.TestIAMPermissions -- ** ml.projects.models.versions.create , module Network.Google.Resource.Ml.Projects.Models.Versions.Create -- ** ml.projects.models.versions.delete , module Network.Google.Resource.Ml.Projects.Models.Versions.Delete -- ** ml.projects.models.versions.get , module Network.Google.Resource.Ml.Projects.Models.Versions.Get -- ** ml.projects.models.versions.list , module Network.Google.Resource.Ml.Projects.Models.Versions.List -- ** ml.projects.models.versions.patch , module Network.Google.Resource.Ml.Projects.Models.Versions.Patch -- ** ml.projects.models.versions.setDefault , module Network.Google.Resource.Ml.Projects.Models.Versions.SetDefault -- ** ml.projects.operations.cancel , module Network.Google.Resource.Ml.Projects.Operations.Cancel -- ** ml.projects.operations.get , module Network.Google.Resource.Ml.Projects.Operations.Get -- ** ml.projects.operations.list , module Network.Google.Resource.Ml.Projects.Operations.List -- ** ml.projects.predict , module Network.Google.Resource.Ml.Projects.Predict -- * Types -- ** GoogleIAMV1__AuditConfig , GoogleIAMV1__AuditConfig , googleIAMV1__AuditConfig , givacService , givacAuditLogConfigs -- ** GoogleCloudMlV1__Version , GoogleCloudMlV1__Version , googleCloudMlV1__Version , gcmvvFramework , gcmvvEtag , gcmvvState , gcmvvAutoScaling , gcmvvPythonVersion , gcmvvRuntimeVersion , gcmvvLastUseTime , gcmvvName , gcmvvPackageURIs , gcmvvDeploymentURI , gcmvvManualScaling , gcmvvMachineType , gcmvvLabels , gcmvvPredictionClass , gcmvvErrorMessage , gcmvvDescription , gcmvvCreateTime , gcmvvIsDefault -- ** GoogleCloudMlV1__PredictionOutput , GoogleCloudMlV1__PredictionOutput , googleCloudMlV1__PredictionOutput , gcmvpoNodeHours , gcmvpoErrorCount , gcmvpoPredictionCount , gcmvpoOutputPath -- ** GoogleCloudMlV1__BuiltInAlgorithmOutput , GoogleCloudMlV1__BuiltInAlgorithmOutput , googleCloudMlV1__BuiltInAlgorithmOutput , gcmvbiaoFramework , gcmvbiaoPythonVersion , gcmvbiaoRuntimeVersion , gcmvbiaoModelPath -- ** GoogleCloudMlV1__HyperparameterOutputHyperparameters , GoogleCloudMlV1__HyperparameterOutputHyperparameters , googleCloudMlV1__HyperparameterOutputHyperparameters , gcmvhohAddtional -- ** GoogleCloudMlV1__PredictRequest , GoogleCloudMlV1__PredictRequest , googleCloudMlV1__PredictRequest , gcmvprHTTPBody -- ** GoogleCloudMlV1__ParameterSpecType , GoogleCloudMlV1__ParameterSpecType (..) -- ** GoogleCloudMlV1__TrainingInputScaleTier , GoogleCloudMlV1__TrainingInputScaleTier (..) -- ** GoogleLongrunning__OperationResponse , GoogleLongrunning__OperationResponse , googleLongrunning__OperationResponse , glorAddtional -- ** GoogleCloudMlV1__ParameterSpecScaleType , GoogleCloudMlV1__ParameterSpecScaleType (..) -- ** GoogleIAMV1__AuditLogConfig , GoogleIAMV1__AuditLogConfig , googleIAMV1__AuditLogConfig , givalcLogType , givalcExemptedMembers -- ** GoogleCloudMlV1__VersionFramework , GoogleCloudMlV1__VersionFramework (..) -- ** GoogleCloudMlV1__ListModelsResponse , GoogleCloudMlV1__ListModelsResponse , googleCloudMlV1__ListModelsResponse , gcmvlmrNextPageToken , gcmvlmrModels -- ** GoogleCloudMlV1__VersionState , GoogleCloudMlV1__VersionState (..) -- ** GoogleLongrunning__ListOperationsResponse , GoogleLongrunning__ListOperationsResponse , googleLongrunning__ListOperationsResponse , gllorNextPageToken , gllorOperations -- ** GoogleCloudMlV1__AcceleratorConfig , GoogleCloudMlV1__AcceleratorConfig , googleCloudMlV1__AcceleratorConfig , gcmvacCount , gcmvacType -- ** GoogleIAMV1__Policy , GoogleIAMV1__Policy , googleIAMV1__Policy , givpAuditConfigs , givpEtag , givpVersion , givpBindings -- ** GoogleIAMV1__TestIAMPermissionsResponse , GoogleIAMV1__TestIAMPermissionsResponse , googleIAMV1__TestIAMPermissionsResponse , givtiprPermissions -- ** GoogleCloudMlV1__HyperparameterSpecAlgorithm , GoogleCloudMlV1__HyperparameterSpecAlgorithm (..) -- ** GoogleCloudMlV1__ListJobsResponse , GoogleCloudMlV1__ListJobsResponse , googleCloudMlV1__ListJobsResponse , gcmvljrNextPageToken , gcmvljrJobs -- ** GoogleCloudMlV1__ListVersionsResponse , GoogleCloudMlV1__ListVersionsResponse , googleCloudMlV1__ListVersionsResponse , gcmvlvrNextPageToken , gcmvlvrVersions -- ** GoogleType__Expr , GoogleType__Expr , googleType__Expr , gteLocation , gteExpression , gteTitle , gteDescription -- ** GoogleCloudMlV1__JobState , GoogleCloudMlV1__JobState (..) -- ** GoogleCloudMlV1__PredictionInputDataFormat , GoogleCloudMlV1__PredictionInputDataFormat (..) -- ** GoogleCloudMlV1__CapabilityType , GoogleCloudMlV1__CapabilityType (..) -- ** GoogleCloudMlV1__HyperparameterOutput , GoogleCloudMlV1__HyperparameterOutput , googleCloudMlV1__HyperparameterOutput , gcmvhoIsTrialStoppedEarly , gcmvhoAllMetrics , gcmvhoHyperparameters , gcmvhoTrialId , gcmvhoFinalMetric , gcmvhoBuiltInAlgorithmOutput -- ** GoogleCloudMlV1__GetConfigResponse , GoogleCloudMlV1__GetConfigResponse , googleCloudMlV1__GetConfigResponse , gcmvgcrConfig , gcmvgcrServiceAccount , gcmvgcrServiceAccountProject -- ** GoogleCloudMlV1__PredictionInputOutputDataFormat , GoogleCloudMlV1__PredictionInputOutputDataFormat (..) -- ** GoogleCloudMlV1__ManualScaling , GoogleCloudMlV1__ManualScaling , googleCloudMlV1__ManualScaling , gcmvmsNodes -- ** GoogleLongrunning__Operation , GoogleLongrunning__Operation , googleLongrunning__Operation , gloDone , gloError , gloResponse , gloName , gloMetadata -- ** GoogleCloudMlV1__Model , GoogleCloudMlV1__Model , googleCloudMlV1__Model , gcmvmEtag , gcmvmRegions , gcmvmDefaultVersion , gcmvmName , gcmvmLabels , gcmvmOnlinePredictionConsoleLogging , gcmvmDescription , gcmvmOnlinePredictionLogging -- ** GoogleCloudMlV1__Job , GoogleCloudMlV1__Job , googleCloudMlV1__Job , gcmvjEtag , gcmvjState , gcmvjTrainingOutput , gcmvjJobId , gcmvjStartTime , gcmvjPredictionInput , gcmvjEndTime , gcmvjPredictionOutput , gcmvjLabels , gcmvjErrorMessage , gcmvjTrainingInput , gcmvjCreateTime -- ** GoogleCloudMlV1__HyperparameterSpecGoal , GoogleCloudMlV1__HyperparameterSpecGoal (..) -- ** GoogleCloudMlV1__SetDefaultVersionRequest , GoogleCloudMlV1__SetDefaultVersionRequest , googleCloudMlV1__SetDefaultVersionRequest -- ** GoogleCloudMlV1__ModelLabels , GoogleCloudMlV1__ModelLabels , googleCloudMlV1__ModelLabels , gcmvmlAddtional -- ** GoogleIAMV1__AuditLogConfigLogType , GoogleIAMV1__AuditLogConfigLogType (..) -- ** GoogleCloudMlV1__JobLabels , GoogleCloudMlV1__JobLabels , googleCloudMlV1__JobLabels , gcmvjlAddtional -- ** GoogleRpc__Status , GoogleRpc__Status , googleRpc__Status , grsDetails , grsCode , grsMessage -- ** GoogleCloudMlV1__ReplicaConfig , GoogleCloudMlV1__ReplicaConfig , googleCloudMlV1__ReplicaConfig , gcmvrcImageURI , gcmvrcAcceleratorConfig -- ** GoogleCloudMlV1__Config , GoogleCloudMlV1__Config , googleCloudMlV1__Config , gcmvcTpuServiceAccount -- ** GoogleCloudMlV1__HyperparameterSpec , GoogleCloudMlV1__HyperparameterSpec , googleCloudMlV1__HyperparameterSpec , gcmvhsResumePreviousJobId , gcmvhsParams , gcmvhsAlgorithm , gcmvhsGoal , gcmvhsMaxTrials , gcmvhsEnableTrialEarlyStopping , gcmvhsMaxParallelTrials , gcmvhsMaxFailedTrials , gcmvhsHyperparameterMetricTag -- ** GoogleCloudMlV1__AutoScaling , GoogleCloudMlV1__AutoScaling , googleCloudMlV1__AutoScaling , gcmvasMinNodes -- ** GoogleLongrunning__OperationMetadata , GoogleLongrunning__OperationMetadata , googleLongrunning__OperationMetadata , glomAddtional -- ** GoogleCloudMlV1__ParameterSpec , GoogleCloudMlV1__ParameterSpec , googleCloudMlV1__ParameterSpec , gcmvpsMaxValue , gcmvpsScaleType , gcmvpsType , gcmvpsDiscreteValues , gcmvpsParameterName , gcmvpsCategoricalValues , gcmvpsMinValue -- ** Xgafv , Xgafv (..) -- ** GoogleIAMV1__Binding , GoogleIAMV1__Binding , googleIAMV1__Binding , givbMembers , givbRole , givbCondition -- ** GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric , GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric , googleCloudMlV1_HyperparameterOutput_HyperparameterMetric , gcmvhohmTrainingStep , gcmvhohmObjectiveValue -- ** GoogleIAMV1__SetIAMPolicyRequest , GoogleIAMV1__SetIAMPolicyRequest , googleIAMV1__SetIAMPolicyRequest , givsiprUpdateMask , givsiprPolicy -- ** GoogleCloudMlV1__PredictionInput , GoogleCloudMlV1__PredictionInput , googleCloudMlV1__PredictionInput , gcmvpiVersionName , gcmvpiModelName , gcmvpiDataFormat , gcmvpiURI , gcmvpiRuntimeVersion , gcmvpiBatchSize , gcmvpiMaxWorkerCount , gcmvpiOutputDataFormat , gcmvpiOutputPath , gcmvpiRegion , gcmvpiInputPaths , gcmvpiSignatureName -- ** GoogleCloudMlV1__TrainingInput , GoogleCloudMlV1__TrainingInput , googleCloudMlV1__TrainingInput , gcmvtiMasterType , gcmvtiWorkerConfig , gcmvtiParameterServerCount , gcmvtiArgs , gcmvtiWorkerCount , gcmvtiJobDir , gcmvtiPythonVersion , gcmvtiRuntimeVersion , gcmvtiWorkerType , gcmvtiMasterConfig , gcmvtiPythonModule , gcmvtiParameterServerType , gcmvtiHyperparameters , gcmvtiPackageURIs , gcmvtiScaleTier , gcmvtiRegion , gcmvtiParameterServerConfig -- ** GoogleRpc__StatusDetailsItem , GoogleRpc__StatusDetailsItem , googleRpc__StatusDetailsItem , grsdiAddtional -- ** GoogleCloudMlV1__OperationMetadataOperationType , GoogleCloudMlV1__OperationMetadataOperationType (..) -- ** GoogleProtobuf__Empty , GoogleProtobuf__Empty , googleProtobuf__Empty -- ** GoogleCloudMlV1__Location , GoogleCloudMlV1__Location , googleCloudMlV1__Location , gcmvlName , gcmvlCapabilities -- ** GoogleCloudMlV1__OperationMetadataLabels , GoogleCloudMlV1__OperationMetadataLabels , googleCloudMlV1__OperationMetadataLabels , gcmvomlAddtional -- ** GoogleCloudMlV1__AcceleratorConfigType , GoogleCloudMlV1__AcceleratorConfigType (..) -- ** GoogleCloudMlV1__Capability , GoogleCloudMlV1__Capability , googleCloudMlV1__Capability , gcmvcAvailableAccelerators , gcmvcType -- ** GoogleCloudMlV1__OperationMetadata , GoogleCloudMlV1__OperationMetadata , googleCloudMlV1__OperationMetadata , gcmvomStartTime , gcmvomModelName , gcmvomProjectNumber , gcmvomVersion , gcmvomEndTime , gcmvomIsCancellationRequested , gcmvomLabels , gcmvomOperationType , gcmvomCreateTime -- ** GoogleAPI__HTTPBodyExtensionsItem , GoogleAPI__HTTPBodyExtensionsItem , googleAPI__HTTPBodyExtensionsItem , gahttpbeiAddtional -- ** GoogleCloudMlV1__CancelJobRequest , GoogleCloudMlV1__CancelJobRequest , googleCloudMlV1__CancelJobRequest -- ** GoogleCloudMlV1__TrainingOutput , GoogleCloudMlV1__TrainingOutput , googleCloudMlV1__TrainingOutput , gcmvtoIsHyperparameterTuningJob , gcmvtoIsBuiltInAlgorithmJob , gcmvtoCompletedTrialCount , gcmvtoConsumedMLUnits , gcmvtoBuiltInAlgorithmOutput , gcmvtoTrials -- ** GoogleAPI__HTTPBody , GoogleAPI__HTTPBody , googleAPI__HTTPBody , gahttpbExtensions , gahttpbData , gahttpbContentType -- ** GoogleIAMV1__TestIAMPermissionsRequest , GoogleIAMV1__TestIAMPermissionsRequest , googleIAMV1__TestIAMPermissionsRequest , giamvtiamprPermissions -- ** GoogleCloudMlV1__ListLocationsResponse , GoogleCloudMlV1__ListLocationsResponse , googleCloudMlV1__ListLocationsResponse , gcmvllrNextPageToken , gcmvllrLocations -- ** GoogleCloudMlV1__VersionLabels , GoogleCloudMlV1__VersionLabels , googleCloudMlV1__VersionLabels , gcmvvlAddtional ) where import Network.Google.MachineLearning.Types import Network.Google.Prelude import Network.Google.Resource.Ml.Operations.Delete import Network.Google.Resource.Ml.Projects.GetConfig import Network.Google.Resource.Ml.Projects.Jobs.Cancel import Network.Google.Resource.Ml.Projects.Jobs.Create import Network.Google.Resource.Ml.Projects.Jobs.Get import Network.Google.Resource.Ml.Projects.Jobs.GetIAMPolicy import Network.Google.Resource.Ml.Projects.Jobs.List import Network.Google.Resource.Ml.Projects.Jobs.Patch import Network.Google.Resource.Ml.Projects.Jobs.SetIAMPolicy import Network.Google.Resource.Ml.Projects.Jobs.TestIAMPermissions import Network.Google.Resource.Ml.Projects.Locations.Get import Network.Google.Resource.Ml.Projects.Locations.List import Network.Google.Resource.Ml.Projects.Models.Create import Network.Google.Resource.Ml.Projects.Models.Delete import Network.Google.Resource.Ml.Projects.Models.Get import Network.Google.Resource.Ml.Projects.Models.GetIAMPolicy import Network.Google.Resource.Ml.Projects.Models.List import Network.Google.Resource.Ml.Projects.Models.Patch import Network.Google.Resource.Ml.Projects.Models.SetIAMPolicy import Network.Google.Resource.Ml.Projects.Models.TestIAMPermissions import Network.Google.Resource.Ml.Projects.Models.Versions.Create import Network.Google.Resource.Ml.Projects.Models.Versions.Delete import Network.Google.Resource.Ml.Projects.Models.Versions.Get import Network.Google.Resource.Ml.Projects.Models.Versions.List import Network.Google.Resource.Ml.Projects.Models.Versions.Patch import Network.Google.Resource.Ml.Projects.Models.Versions.SetDefault import Network.Google.Resource.Ml.Projects.Operations.Cancel import Network.Google.Resource.Ml.Projects.Operations.Get import Network.Google.Resource.Ml.Projects.Operations.List import Network.Google.Resource.Ml.Projects.Predict {- $resources TODO -} -- | Represents the entirety of the methods and resources available for the Cloud Machine Learning Engine service. type MachineLearningAPI = OperationsDeleteResource :<|> ProjectsModelsVersionsListResource :<|> ProjectsModelsVersionsPatchResource :<|> ProjectsModelsVersionsGetResource :<|> ProjectsModelsVersionsSetDefaultResource :<|> ProjectsModelsVersionsCreateResource :<|> ProjectsModelsVersionsDeleteResource :<|> ProjectsModelsListResource :<|> ProjectsModelsGetIAMPolicyResource :<|> ProjectsModelsPatchResource :<|> ProjectsModelsGetResource :<|> ProjectsModelsCreateResource :<|> ProjectsModelsSetIAMPolicyResource :<|> ProjectsModelsTestIAMPermissionsResource :<|> ProjectsModelsDeleteResource :<|> ProjectsJobsListResource :<|> ProjectsJobsGetIAMPolicyResource :<|> ProjectsJobsPatchResource :<|> ProjectsJobsGetResource :<|> ProjectsJobsCreateResource :<|> ProjectsJobsSetIAMPolicyResource :<|> ProjectsJobsTestIAMPermissionsResource :<|> ProjectsJobsCancelResource :<|> ProjectsOperationsListResource :<|> ProjectsOperationsGetResource :<|> ProjectsOperationsCancelResource :<|> ProjectsLocationsListResource :<|> ProjectsLocationsGetResource :<|> ProjectsGetConfigResource :<|> ProjectsPredictResource