AWS SDK for C++  1.9.47
AWS SDK for C++
Namespaces | Classes | Typedefs | Enumerations
Aws::MachineLearning::Model Namespace Reference

Namespaces

 AlgorithmMapper
 
 BatchPredictionFilterVariableMapper
 
 DataSourceFilterVariableMapper
 
 DetailsAttributesMapper
 
 EntityStatusMapper
 
 EvaluationFilterVariableMapper
 
 MLModelFilterVariableMapper
 
 MLModelTypeMapper
 
 RealtimeEndpointStatusMapper
 
 SortOrderMapper
 
 TaggableResourceTypeMapper
 

Classes

class  AddTagsRequest
 
class  AddTagsResult
 
class  BatchPrediction
 
class  CreateBatchPredictionRequest
 
class  CreateBatchPredictionResult
 
class  CreateDataSourceFromRDSRequest
 
class  CreateDataSourceFromRDSResult
 
class  CreateDataSourceFromRedshiftRequest
 
class  CreateDataSourceFromRedshiftResult
 
class  CreateDataSourceFromS3Request
 
class  CreateDataSourceFromS3Result
 
class  CreateEvaluationRequest
 
class  CreateEvaluationResult
 
class  CreateMLModelRequest
 
class  CreateMLModelResult
 
class  CreateRealtimeEndpointRequest
 
class  CreateRealtimeEndpointResult
 
class  DataSource
 
class  DeleteBatchPredictionRequest
 
class  DeleteBatchPredictionResult
 
class  DeleteDataSourceRequest
 
class  DeleteDataSourceResult
 
class  DeleteEvaluationRequest
 
class  DeleteEvaluationResult
 
class  DeleteMLModelRequest
 
class  DeleteMLModelResult
 
class  DeleteRealtimeEndpointRequest
 
class  DeleteRealtimeEndpointResult
 
class  DeleteTagsRequest
 
class  DeleteTagsResult
 
class  DescribeBatchPredictionsRequest
 
class  DescribeBatchPredictionsResult
 
class  DescribeDataSourcesRequest
 
class  DescribeDataSourcesResult
 
class  DescribeEvaluationsRequest
 
class  DescribeEvaluationsResult
 
class  DescribeMLModelsRequest
 
class  DescribeMLModelsResult
 
class  DescribeTagsRequest
 
class  DescribeTagsResult
 
class  Evaluation
 
class  GetBatchPredictionRequest
 
class  GetBatchPredictionResult
 
class  GetDataSourceRequest
 
class  GetDataSourceResult
 
class  GetEvaluationRequest
 
class  GetEvaluationResult
 
class  GetMLModelRequest
 
class  GetMLModelResult
 
class  IdempotentParameterMismatchException
 
class  InternalServerException
 
class  InvalidInputException
 
class  LimitExceededException
 
class  MLModel
 
class  PerformanceMetrics
 
class  Prediction
 
class  PredictRequest
 
class  PredictResult
 
class  RDSDatabase
 
class  RDSDatabaseCredentials
 
class  RDSDataSpec
 
class  RDSMetadata
 
class  RealtimeEndpointInfo
 
class  RedshiftDatabase
 
class  RedshiftDatabaseCredentials
 
class  RedshiftDataSpec
 
class  RedshiftMetadata
 
class  ResourceNotFoundException
 
class  S3DataSpec
 
class  Tag
 
class  UpdateBatchPredictionRequest
 
class  UpdateBatchPredictionResult
 
class  UpdateDataSourceRequest
 
class  UpdateDataSourceResult
 
class  UpdateEvaluationRequest
 
class  UpdateEvaluationResult
 
class  UpdateMLModelRequest
 
class  UpdateMLModelResult
 

Typedefs

typedef Aws::Utils::Outcome< AddTagsResult, MachineLearningErrorAddTagsOutcome
 
typedef Aws::Utils::Outcome< CreateBatchPredictionResult, MachineLearningErrorCreateBatchPredictionOutcome
 
typedef Aws::Utils::Outcome< CreateDataSourceFromRDSResult, MachineLearningErrorCreateDataSourceFromRDSOutcome
 
typedef Aws::Utils::Outcome< CreateDataSourceFromRedshiftResult, MachineLearningErrorCreateDataSourceFromRedshiftOutcome
 
typedef Aws::Utils::Outcome< CreateDataSourceFromS3Result, MachineLearningErrorCreateDataSourceFromS3Outcome
 
typedef Aws::Utils::Outcome< CreateEvaluationResult, MachineLearningErrorCreateEvaluationOutcome
 
typedef Aws::Utils::Outcome< CreateMLModelResult, MachineLearningErrorCreateMLModelOutcome
 
typedef Aws::Utils::Outcome< CreateRealtimeEndpointResult, MachineLearningErrorCreateRealtimeEndpointOutcome
 
typedef Aws::Utils::Outcome< DeleteBatchPredictionResult, MachineLearningErrorDeleteBatchPredictionOutcome
 
typedef Aws::Utils::Outcome< DeleteDataSourceResult, MachineLearningErrorDeleteDataSourceOutcome
 
typedef Aws::Utils::Outcome< DeleteEvaluationResult, MachineLearningErrorDeleteEvaluationOutcome
 
typedef Aws::Utils::Outcome< DeleteMLModelResult, MachineLearningErrorDeleteMLModelOutcome
 
typedef Aws::Utils::Outcome< DeleteRealtimeEndpointResult, MachineLearningErrorDeleteRealtimeEndpointOutcome
 
typedef Aws::Utils::Outcome< DeleteTagsResult, MachineLearningErrorDeleteTagsOutcome
 
typedef Aws::Utils::Outcome< DescribeBatchPredictionsResult, MachineLearningErrorDescribeBatchPredictionsOutcome
 
typedef Aws::Utils::Outcome< DescribeDataSourcesResult, MachineLearningErrorDescribeDataSourcesOutcome
 
typedef Aws::Utils::Outcome< DescribeEvaluationsResult, MachineLearningErrorDescribeEvaluationsOutcome
 
typedef Aws::Utils::Outcome< DescribeMLModelsResult, MachineLearningErrorDescribeMLModelsOutcome
 
typedef Aws::Utils::Outcome< DescribeTagsResult, MachineLearningErrorDescribeTagsOutcome
 
typedef Aws::Utils::Outcome< GetBatchPredictionResult, MachineLearningErrorGetBatchPredictionOutcome
 
typedef Aws::Utils::Outcome< GetDataSourceResult, MachineLearningErrorGetDataSourceOutcome
 
typedef Aws::Utils::Outcome< GetEvaluationResult, MachineLearningErrorGetEvaluationOutcome
 
typedef Aws::Utils::Outcome< GetMLModelResult, MachineLearningErrorGetMLModelOutcome
 
typedef Aws::Utils::Outcome< PredictResult, MachineLearningErrorPredictOutcome
 
typedef Aws::Utils::Outcome< UpdateBatchPredictionResult, MachineLearningErrorUpdateBatchPredictionOutcome
 
typedef Aws::Utils::Outcome< UpdateDataSourceResult, MachineLearningErrorUpdateDataSourceOutcome
 
typedef Aws::Utils::Outcome< UpdateEvaluationResult, MachineLearningErrorUpdateEvaluationOutcome
 
typedef Aws::Utils::Outcome< UpdateMLModelResult, MachineLearningErrorUpdateMLModelOutcome
 
typedef std::future< AddTagsOutcomeAddTagsOutcomeCallable
 
typedef std::future< CreateBatchPredictionOutcomeCreateBatchPredictionOutcomeCallable
 
typedef std::future< CreateDataSourceFromRDSOutcomeCreateDataSourceFromRDSOutcomeCallable
 
typedef std::future< CreateDataSourceFromRedshiftOutcomeCreateDataSourceFromRedshiftOutcomeCallable
 
typedef std::future< CreateDataSourceFromS3OutcomeCreateDataSourceFromS3OutcomeCallable
 
typedef std::future< CreateEvaluationOutcomeCreateEvaluationOutcomeCallable
 
typedef std::future< CreateMLModelOutcomeCreateMLModelOutcomeCallable
 
typedef std::future< CreateRealtimeEndpointOutcomeCreateRealtimeEndpointOutcomeCallable
 
typedef std::future< DeleteBatchPredictionOutcomeDeleteBatchPredictionOutcomeCallable
 
typedef std::future< DeleteDataSourceOutcomeDeleteDataSourceOutcomeCallable
 
typedef std::future< DeleteEvaluationOutcomeDeleteEvaluationOutcomeCallable
 
typedef std::future< DeleteMLModelOutcomeDeleteMLModelOutcomeCallable
 
typedef std::future< DeleteRealtimeEndpointOutcomeDeleteRealtimeEndpointOutcomeCallable
 
typedef std::future< DeleteTagsOutcomeDeleteTagsOutcomeCallable
 
typedef std::future< DescribeBatchPredictionsOutcomeDescribeBatchPredictionsOutcomeCallable
 
typedef std::future< DescribeDataSourcesOutcomeDescribeDataSourcesOutcomeCallable
 
typedef std::future< DescribeEvaluationsOutcomeDescribeEvaluationsOutcomeCallable
 
typedef std::future< DescribeMLModelsOutcomeDescribeMLModelsOutcomeCallable
 
typedef std::future< DescribeTagsOutcomeDescribeTagsOutcomeCallable
 
typedef std::future< GetBatchPredictionOutcomeGetBatchPredictionOutcomeCallable
 
typedef std::future< GetDataSourceOutcomeGetDataSourceOutcomeCallable
 
typedef std::future< GetEvaluationOutcomeGetEvaluationOutcomeCallable
 
typedef std::future< GetMLModelOutcomeGetMLModelOutcomeCallable
 
typedef std::future< PredictOutcomePredictOutcomeCallable
 
typedef std::future< UpdateBatchPredictionOutcomeUpdateBatchPredictionOutcomeCallable
 
typedef std::future< UpdateDataSourceOutcomeUpdateDataSourceOutcomeCallable
 
typedef std::future< UpdateEvaluationOutcomeUpdateEvaluationOutcomeCallable
 
typedef std::future< UpdateMLModelOutcomeUpdateMLModelOutcomeCallable
 

Enumerations

enum  Algorithm { Algorithm::NOT_SET, Algorithm::sgd }
 
enum  BatchPredictionFilterVariable {
  BatchPredictionFilterVariable::NOT_SET, BatchPredictionFilterVariable::CreatedAt, BatchPredictionFilterVariable::LastUpdatedAt, BatchPredictionFilterVariable::Status,
  BatchPredictionFilterVariable::Name, BatchPredictionFilterVariable::IAMUser, BatchPredictionFilterVariable::MLModelId, BatchPredictionFilterVariable::DataSourceId,
  BatchPredictionFilterVariable::DataURI
}
 
enum  DataSourceFilterVariable {
  DataSourceFilterVariable::NOT_SET, DataSourceFilterVariable::CreatedAt, DataSourceFilterVariable::LastUpdatedAt, DataSourceFilterVariable::Status,
  DataSourceFilterVariable::Name, DataSourceFilterVariable::DataLocationS3, DataSourceFilterVariable::IAMUser
}
 
enum  DetailsAttributes { DetailsAttributes::NOT_SET, DetailsAttributes::PredictiveModelType, DetailsAttributes::Algorithm }
 
enum  EntityStatus {
  EntityStatus::NOT_SET, EntityStatus::PENDING, EntityStatus::INPROGRESS, EntityStatus::FAILED,
  EntityStatus::COMPLETED, EntityStatus::DELETED
}
 
enum  EvaluationFilterVariable {
  EvaluationFilterVariable::NOT_SET, EvaluationFilterVariable::CreatedAt, EvaluationFilterVariable::LastUpdatedAt, EvaluationFilterVariable::Status,
  EvaluationFilterVariable::Name, EvaluationFilterVariable::IAMUser, EvaluationFilterVariable::MLModelId, EvaluationFilterVariable::DataSourceId,
  EvaluationFilterVariable::DataURI
}
 
enum  MLModelFilterVariable {
  MLModelFilterVariable::NOT_SET, MLModelFilterVariable::CreatedAt, MLModelFilterVariable::LastUpdatedAt, MLModelFilterVariable::Status,
  MLModelFilterVariable::Name, MLModelFilterVariable::IAMUser, MLModelFilterVariable::TrainingDataSourceId, MLModelFilterVariable::RealtimeEndpointStatus,
  MLModelFilterVariable::MLModelType, MLModelFilterVariable::Algorithm, MLModelFilterVariable::TrainingDataURI
}
 
enum  MLModelType { MLModelType::NOT_SET, MLModelType::REGRESSION, MLModelType::BINARY, MLModelType::MULTICLASS }
 
enum  RealtimeEndpointStatus {
  RealtimeEndpointStatus::NOT_SET, RealtimeEndpointStatus::NONE, RealtimeEndpointStatus::READY, RealtimeEndpointStatus::UPDATING,
  RealtimeEndpointStatus::FAILED
}
 
enum  SortOrder { SortOrder::NOT_SET, SortOrder::asc, SortOrder::dsc }
 
enum  TaggableResourceType {
  TaggableResourceType::NOT_SET, TaggableResourceType::BatchPrediction, TaggableResourceType::DataSource, TaggableResourceType::Evaluation,
  TaggableResourceType::MLModel
}
 

Typedef Documentation

◆ AddTagsOutcome

Definition at line 110 of file MachineLearningClient.h.

◆ AddTagsOutcomeCallable

Definition at line 139 of file MachineLearningClient.h.

◆ CreateBatchPredictionOutcome

Definition at line 111 of file MachineLearningClient.h.

◆ CreateBatchPredictionOutcomeCallable

Definition at line 140 of file MachineLearningClient.h.

◆ CreateDataSourceFromRDSOutcome

Definition at line 112 of file MachineLearningClient.h.

◆ CreateDataSourceFromRDSOutcomeCallable

Definition at line 141 of file MachineLearningClient.h.

◆ CreateDataSourceFromRedshiftOutcome

Definition at line 113 of file MachineLearningClient.h.

◆ CreateDataSourceFromRedshiftOutcomeCallable

Definition at line 142 of file MachineLearningClient.h.

◆ CreateDataSourceFromS3Outcome

Definition at line 114 of file MachineLearningClient.h.

◆ CreateDataSourceFromS3OutcomeCallable

Definition at line 143 of file MachineLearningClient.h.

◆ CreateEvaluationOutcome

Definition at line 115 of file MachineLearningClient.h.

◆ CreateEvaluationOutcomeCallable

Definition at line 144 of file MachineLearningClient.h.

◆ CreateMLModelOutcome

Definition at line 116 of file MachineLearningClient.h.

◆ CreateMLModelOutcomeCallable

Definition at line 145 of file MachineLearningClient.h.

◆ CreateRealtimeEndpointOutcome

Definition at line 117 of file MachineLearningClient.h.

◆ CreateRealtimeEndpointOutcomeCallable

Definition at line 146 of file MachineLearningClient.h.

◆ DeleteBatchPredictionOutcome

Definition at line 118 of file MachineLearningClient.h.

◆ DeleteBatchPredictionOutcomeCallable

Definition at line 147 of file MachineLearningClient.h.

◆ DeleteDataSourceOutcome

Definition at line 119 of file MachineLearningClient.h.

◆ DeleteDataSourceOutcomeCallable

Definition at line 148 of file MachineLearningClient.h.

◆ DeleteEvaluationOutcome

Definition at line 120 of file MachineLearningClient.h.

◆ DeleteEvaluationOutcomeCallable

Definition at line 149 of file MachineLearningClient.h.

◆ DeleteMLModelOutcome

Definition at line 121 of file MachineLearningClient.h.

◆ DeleteMLModelOutcomeCallable

Definition at line 150 of file MachineLearningClient.h.

◆ DeleteRealtimeEndpointOutcome

Definition at line 122 of file MachineLearningClient.h.

◆ DeleteRealtimeEndpointOutcomeCallable

Definition at line 151 of file MachineLearningClient.h.

◆ DeleteTagsOutcome

Definition at line 123 of file MachineLearningClient.h.

◆ DeleteTagsOutcomeCallable

Definition at line 152 of file MachineLearningClient.h.

◆ DescribeBatchPredictionsOutcome

Definition at line 124 of file MachineLearningClient.h.

◆ DescribeBatchPredictionsOutcomeCallable

Definition at line 153 of file MachineLearningClient.h.

◆ DescribeDataSourcesOutcome

Definition at line 125 of file MachineLearningClient.h.

◆ DescribeDataSourcesOutcomeCallable

Definition at line 154 of file MachineLearningClient.h.

◆ DescribeEvaluationsOutcome

Definition at line 126 of file MachineLearningClient.h.

◆ DescribeEvaluationsOutcomeCallable

Definition at line 155 of file MachineLearningClient.h.

◆ DescribeMLModelsOutcome

Definition at line 127 of file MachineLearningClient.h.

◆ DescribeMLModelsOutcomeCallable

Definition at line 156 of file MachineLearningClient.h.

◆ DescribeTagsOutcome

Definition at line 128 of file MachineLearningClient.h.

◆ DescribeTagsOutcomeCallable

Definition at line 157 of file MachineLearningClient.h.

◆ GetBatchPredictionOutcome

Definition at line 129 of file MachineLearningClient.h.

◆ GetBatchPredictionOutcomeCallable

Definition at line 158 of file MachineLearningClient.h.

◆ GetDataSourceOutcome

Definition at line 130 of file MachineLearningClient.h.

◆ GetDataSourceOutcomeCallable

Definition at line 159 of file MachineLearningClient.h.

◆ GetEvaluationOutcome

Definition at line 131 of file MachineLearningClient.h.

◆ GetEvaluationOutcomeCallable

Definition at line 160 of file MachineLearningClient.h.

◆ GetMLModelOutcome

Definition at line 132 of file MachineLearningClient.h.

◆ GetMLModelOutcomeCallable

Definition at line 161 of file MachineLearningClient.h.

◆ PredictOutcome

Definition at line 133 of file MachineLearningClient.h.

◆ PredictOutcomeCallable

Definition at line 162 of file MachineLearningClient.h.

◆ UpdateBatchPredictionOutcome

Definition at line 134 of file MachineLearningClient.h.

◆ UpdateBatchPredictionOutcomeCallable

Definition at line 163 of file MachineLearningClient.h.

◆ UpdateDataSourceOutcome

Definition at line 135 of file MachineLearningClient.h.

◆ UpdateDataSourceOutcomeCallable

Definition at line 164 of file MachineLearningClient.h.

◆ UpdateEvaluationOutcome

Definition at line 136 of file MachineLearningClient.h.

◆ UpdateEvaluationOutcomeCallable

Definition at line 165 of file MachineLearningClient.h.

◆ UpdateMLModelOutcome

Definition at line 137 of file MachineLearningClient.h.

◆ UpdateMLModelOutcomeCallable

Definition at line 166 of file MachineLearningClient.h.

Enumeration Type Documentation

◆ Algorithm

Enumerator
NOT_SET 
sgd 

Definition at line 16 of file Algorithm.h.

◆ BatchPredictionFilterVariable

Enumerator
NOT_SET 
CreatedAt 
LastUpdatedAt 
Status 
Name 
IAMUser 
MLModelId 
DataSourceId 
DataURI 

Definition at line 16 of file BatchPredictionFilterVariable.h.

◆ DataSourceFilterVariable

Enumerator
NOT_SET 
CreatedAt 
LastUpdatedAt 
Status 
Name 
DataLocationS3 
IAMUser 

Definition at line 16 of file DataSourceFilterVariable.h.

◆ DetailsAttributes

Enumerator
NOT_SET 
PredictiveModelType 
Algorithm 

Definition at line 16 of file DetailsAttributes.h.

◆ EntityStatus

Enumerator
NOT_SET 
PENDING 
INPROGRESS 
FAILED 
COMPLETED 
DELETED 

Definition at line 16 of file EntityStatus.h.

◆ EvaluationFilterVariable

Enumerator
NOT_SET 
CreatedAt 
LastUpdatedAt 
Status 
Name 
IAMUser 
MLModelId 
DataSourceId 
DataURI 

Definition at line 16 of file EvaluationFilterVariable.h.

◆ MLModelFilterVariable

Enumerator
NOT_SET 
CreatedAt 
LastUpdatedAt 
Status 
Name 
IAMUser 
TrainingDataSourceId 
RealtimeEndpointStatus 
MLModelType 
Algorithm 
TrainingDataURI 

Definition at line 16 of file MLModelFilterVariable.h.

◆ MLModelType

Enumerator
NOT_SET 
REGRESSION 
BINARY 
MULTICLASS 

Definition at line 16 of file MLModelType.h.

◆ RealtimeEndpointStatus

Enumerator
NOT_SET 
NONE 
READY 
UPDATING 
FAILED 

Definition at line 16 of file RealtimeEndpointStatus.h.

◆ SortOrder

Enumerator
NOT_SET 
asc 
dsc 

Definition at line 16 of file SortOrder.h.

◆ TaggableResourceType

Enumerator
NOT_SET 
BatchPrediction 
DataSource 
Evaluation 
MLModel 

Definition at line 16 of file TaggableResourceType.h.