Versions in this module Expand all Collapse all v0 v0.6.0 Jun 3, 2015 Changes in this version + type BatchPrediction struct + BatchPredictionDataSourceID *string + BatchPredictionID *string + CreatedAt *time.Time + CreatedByIAMUser *string + InputDataLocationS3 *string + LastUpdatedAt *time.Time + MLModelID *string + Message *string + Name *string + OutputURI *string + Status *string + type CreateBatchPredictionInput struct + BatchPredictionDataSourceID *string + BatchPredictionID *string + BatchPredictionName *string + MLModelID *string + OutputURI *string + type CreateBatchPredictionOutput struct + BatchPredictionID *string + type CreateDataSourceFromRDSInput struct + ComputeStatistics *bool + DataSourceID *string + DataSourceName *string + RDSData *RDSDataSpec + RoleARN *string + type CreateDataSourceFromRDSOutput struct + DataSourceID *string + type CreateDataSourceFromRedshiftInput struct + ComputeStatistics *bool + DataSourceID *string + DataSourceName *string + DataSpec *RedshiftDataSpec + RoleARN *string + type CreateDataSourceFromRedshiftOutput struct + DataSourceID *string + type CreateDataSourceFromS3Input struct + ComputeStatistics *bool + DataSourceID *string + DataSourceName *string + DataSpec *S3DataSpec + type CreateDataSourceFromS3Output struct + DataSourceID *string + type CreateEvaluationInput struct + EvaluationDataSourceID *string + EvaluationID *string + EvaluationName *string + MLModelID *string + type CreateEvaluationOutput struct + EvaluationID *string + type CreateMLModelInput struct + MLModelID *string + MLModelName *string + MLModelType *string + Parameters map[string]*string + Recipe *string + RecipeURI *string + TrainingDataSourceID *string + type CreateMLModelOutput struct + MLModelID *string + type CreateRealtimeEndpointInput struct + MLModelID *string + type CreateRealtimeEndpointOutput struct + MLModelID *string + RealtimeEndpointInfo *RealtimeEndpointInfo + type DataSource struct + ComputeStatistics *bool + CreatedAt *time.Time + CreatedByIAMUser *string + DataLocationS3 *string + DataRearrangement *string + DataSizeInBytes *int64 + DataSourceID *string + LastUpdatedAt *time.Time + Message *string + Name *string + NumberOfFiles *int64 + RDSMetadata *RDSMetadata + RedshiftMetadata *RedshiftMetadata + RoleARN *string + Status *string + type DeleteBatchPredictionInput struct + BatchPredictionID *string + type DeleteBatchPredictionOutput struct + BatchPredictionID *string + type DeleteDataSourceInput struct + DataSourceID *string + type DeleteDataSourceOutput struct + DataSourceID *string + type DeleteEvaluationInput struct + EvaluationID *string + type DeleteEvaluationOutput struct + EvaluationID *string + type DeleteMLModelInput struct + MLModelID *string + type DeleteMLModelOutput struct + MLModelID *string + type DeleteRealtimeEndpointInput struct + MLModelID *string + type DeleteRealtimeEndpointOutput struct + MLModelID *string + RealtimeEndpointInfo *RealtimeEndpointInfo + type DescribeBatchPredictionsInput struct + EQ *string + FilterVariable *string + GE *string + GT *string + LE *string + LT *string + Limit *int64 + NE *string + NextToken *string + Prefix *string + SortOrder *string + type DescribeBatchPredictionsOutput struct + NextToken *string + Results []*BatchPrediction + type DescribeDataSourcesInput struct + EQ *string + FilterVariable *string + GE *string + GT *string + LE *string + LT *string + Limit *int64 + NE *string + NextToken *string + Prefix *string + SortOrder *string + type DescribeDataSourcesOutput struct + NextToken *string + Results []*DataSource + type DescribeEvaluationsInput struct + EQ *string + FilterVariable *string + GE *string + GT *string + LE *string + LT *string + Limit *int64 + NE *string + NextToken *string + Prefix *string + SortOrder *string + type DescribeEvaluationsOutput struct + NextToken *string + Results []*Evaluation + type DescribeMLModelsInput struct + EQ *string + FilterVariable *string + GE *string + GT *string + LE *string + LT *string + Limit *int64 + NE *string + NextToken *string + Prefix *string + SortOrder *string + type DescribeMLModelsOutput struct + NextToken *string + Results []*MLModel + type Evaluation struct + CreatedAt *time.Time + CreatedByIAMUser *string + EvaluationDataSourceID *string + EvaluationID *string + InputDataLocationS3 *string + LastUpdatedAt *time.Time + MLModelID *string + Message *string + Name *string + PerformanceMetrics *PerformanceMetrics + Status *string + type GetBatchPredictionInput struct + BatchPredictionID *string + type GetBatchPredictionOutput struct + BatchPredictionDataSourceID *string + BatchPredictionID *string + CreatedAt *time.Time + CreatedByIAMUser *string + InputDataLocationS3 *string + LastUpdatedAt *time.Time + LogURI *string + MLModelID *string + Message *string + Name *string + OutputURI *string + Status *string + type GetDataSourceInput struct + DataSourceID *string + Verbose *bool + type GetDataSourceOutput struct + ComputeStatistics *bool + CreatedAt *time.Time + CreatedByIAMUser *string + DataLocationS3 *string + DataRearrangement *string + DataSizeInBytes *int64 + DataSourceID *string + DataSourceSchema *string + LastUpdatedAt *time.Time + LogURI *string + Message *string + Name *string + NumberOfFiles *int64 + RDSMetadata *RDSMetadata + RedshiftMetadata *RedshiftMetadata + RoleARN *string + Status *string + type GetEvaluationInput struct + EvaluationID *string + type GetEvaluationOutput struct + CreatedAt *time.Time + CreatedByIAMUser *string + EvaluationDataSourceID *string + EvaluationID *string + InputDataLocationS3 *string + LastUpdatedAt *time.Time + LogURI *string + MLModelID *string + Message *string + Name *string + PerformanceMetrics *PerformanceMetrics + Status *string + type GetMLModelInput struct + MLModelID *string + Verbose *bool + type GetMLModelOutput struct + CreatedAt *time.Time + CreatedByIAMUser *string + EndpointInfo *RealtimeEndpointInfo + InputDataLocationS3 *string + LastUpdatedAt *time.Time + LogURI *string + MLModelID *string + MLModelType *string + Message *string + Name *string + Recipe *string + Schema *string + ScoreThreshold *float64 + ScoreThresholdLastUpdatedAt *time.Time + SizeInBytes *int64 + Status *string + TrainingDataSourceID *string + TrainingParameters map[string]*string + type MLModel struct + Algorithm *string + CreatedAt *time.Time + CreatedByIAMUser *string + EndpointInfo *RealtimeEndpointInfo + InputDataLocationS3 *string + LastUpdatedAt *time.Time + MLModelID *string + MLModelType *string + Message *string + Name *string + ScoreThreshold *float64 + ScoreThresholdLastUpdatedAt *time.Time + SizeInBytes *int64 + Status *string + TrainingDataSourceID *string + TrainingParameters map[string]*string + type MachineLearning struct + func New(config *aws.Config) *MachineLearning + func (c *MachineLearning) CreateBatchPrediction(input *CreateBatchPredictionInput) (*CreateBatchPredictionOutput, error) + func (c *MachineLearning) CreateBatchPredictionRequest(input *CreateBatchPredictionInput) (req *aws.Request, output *CreateBatchPredictionOutput) + func (c *MachineLearning) CreateDataSourceFromRDS(input *CreateDataSourceFromRDSInput) (*CreateDataSourceFromRDSOutput, error) + func (c *MachineLearning) CreateDataSourceFromRDSRequest(input *CreateDataSourceFromRDSInput) (req *aws.Request, output *CreateDataSourceFromRDSOutput) + func (c *MachineLearning) CreateDataSourceFromRedshift(input *CreateDataSourceFromRedshiftInput) (*CreateDataSourceFromRedshiftOutput, error) + func (c *MachineLearning) CreateDataSourceFromRedshiftRequest(input *CreateDataSourceFromRedshiftInput) (req *aws.Request, output *CreateDataSourceFromRedshiftOutput) + func (c *MachineLearning) CreateDataSourceFromS3(input *CreateDataSourceFromS3Input) (*CreateDataSourceFromS3Output, error) + func (c *MachineLearning) CreateDataSourceFromS3Request(input *CreateDataSourceFromS3Input) (req *aws.Request, output *CreateDataSourceFromS3Output) + func (c *MachineLearning) CreateEvaluation(input *CreateEvaluationInput) (*CreateEvaluationOutput, error) + func (c *MachineLearning) CreateEvaluationRequest(input *CreateEvaluationInput) (req *aws.Request, output *CreateEvaluationOutput) + func (c *MachineLearning) CreateMLModel(input *CreateMLModelInput) (*CreateMLModelOutput, error) + func (c *MachineLearning) CreateMLModelRequest(input *CreateMLModelInput) (req *aws.Request, output *CreateMLModelOutput) + func (c *MachineLearning) CreateRealtimeEndpoint(input *CreateRealtimeEndpointInput) (*CreateRealtimeEndpointOutput, error) + func (c *MachineLearning) CreateRealtimeEndpointRequest(input *CreateRealtimeEndpointInput) (req *aws.Request, output *CreateRealtimeEndpointOutput) + func (c *MachineLearning) DeleteBatchPrediction(input *DeleteBatchPredictionInput) (*DeleteBatchPredictionOutput, error) + func (c *MachineLearning) DeleteBatchPredictionRequest(input *DeleteBatchPredictionInput) (req *aws.Request, output *DeleteBatchPredictionOutput) + func (c *MachineLearning) DeleteDataSource(input *DeleteDataSourceInput) (*DeleteDataSourceOutput, error) + func (c *MachineLearning) DeleteDataSourceRequest(input *DeleteDataSourceInput) (req *aws.Request, output *DeleteDataSourceOutput) + func (c *MachineLearning) DeleteEvaluation(input *DeleteEvaluationInput) (*DeleteEvaluationOutput, error) + func (c *MachineLearning) DeleteEvaluationRequest(input *DeleteEvaluationInput) (req *aws.Request, output *DeleteEvaluationOutput) + func (c *MachineLearning) DeleteMLModel(input *DeleteMLModelInput) (*DeleteMLModelOutput, error) + func (c *MachineLearning) DeleteMLModelRequest(input *DeleteMLModelInput) (req *aws.Request, output *DeleteMLModelOutput) + func (c *MachineLearning) DeleteRealtimeEndpoint(input *DeleteRealtimeEndpointInput) (*DeleteRealtimeEndpointOutput, error) + func (c *MachineLearning) DeleteRealtimeEndpointRequest(input *DeleteRealtimeEndpointInput) (req *aws.Request, output *DeleteRealtimeEndpointOutput) + func (c *MachineLearning) DescribeBatchPredictions(input *DescribeBatchPredictionsInput) (*DescribeBatchPredictionsOutput, error) + func (c *MachineLearning) DescribeBatchPredictionsPages(input *DescribeBatchPredictionsInput, ...) error + func (c *MachineLearning) DescribeBatchPredictionsRequest(input *DescribeBatchPredictionsInput) (req *aws.Request, output *DescribeBatchPredictionsOutput) + func (c *MachineLearning) DescribeDataSources(input *DescribeDataSourcesInput) (*DescribeDataSourcesOutput, error) + func (c *MachineLearning) DescribeDataSourcesPages(input *DescribeDataSourcesInput, ...) error + func (c *MachineLearning) DescribeDataSourcesRequest(input *DescribeDataSourcesInput) (req *aws.Request, output *DescribeDataSourcesOutput) + func (c *MachineLearning) DescribeEvaluations(input *DescribeEvaluationsInput) (*DescribeEvaluationsOutput, error) + func (c *MachineLearning) DescribeEvaluationsPages(input *DescribeEvaluationsInput, ...) error + func (c *MachineLearning) DescribeEvaluationsRequest(input *DescribeEvaluationsInput) (req *aws.Request, output *DescribeEvaluationsOutput) + func (c *MachineLearning) DescribeMLModels(input *DescribeMLModelsInput) (*DescribeMLModelsOutput, error) + func (c *MachineLearning) DescribeMLModelsPages(input *DescribeMLModelsInput, ...) error + func (c *MachineLearning) DescribeMLModelsRequest(input *DescribeMLModelsInput) (req *aws.Request, output *DescribeMLModelsOutput) + func (c *MachineLearning) GetBatchPrediction(input *GetBatchPredictionInput) (*GetBatchPredictionOutput, error) + func (c *MachineLearning) GetBatchPredictionRequest(input *GetBatchPredictionInput) (req *aws.Request, output *GetBatchPredictionOutput) + func (c *MachineLearning) GetDataSource(input *GetDataSourceInput) (*GetDataSourceOutput, error) + func (c *MachineLearning) GetDataSourceRequest(input *GetDataSourceInput) (req *aws.Request, output *GetDataSourceOutput) + func (c *MachineLearning) GetEvaluation(input *GetEvaluationInput) (*GetEvaluationOutput, error) + func (c *MachineLearning) GetEvaluationRequest(input *GetEvaluationInput) (req *aws.Request, output *GetEvaluationOutput) + func (c *MachineLearning) GetMLModel(input *GetMLModelInput) (*GetMLModelOutput, error) + func (c *MachineLearning) GetMLModelRequest(input *GetMLModelInput) (req *aws.Request, output *GetMLModelOutput) + func (c *MachineLearning) Predict(input *PredictInput) (*PredictOutput, error) + func (c *MachineLearning) PredictRequest(input *PredictInput) (req *aws.Request, output *PredictOutput) + func (c *MachineLearning) UpdateBatchPrediction(input *UpdateBatchPredictionInput) (*UpdateBatchPredictionOutput, error) + func (c *MachineLearning) UpdateBatchPredictionRequest(input *UpdateBatchPredictionInput) (req *aws.Request, output *UpdateBatchPredictionOutput) + func (c *MachineLearning) UpdateDataSource(input *UpdateDataSourceInput) (*UpdateDataSourceOutput, error) + func (c *MachineLearning) UpdateDataSourceRequest(input *UpdateDataSourceInput) (req *aws.Request, output *UpdateDataSourceOutput) + func (c *MachineLearning) UpdateEvaluation(input *UpdateEvaluationInput) (*UpdateEvaluationOutput, error) + func (c *MachineLearning) UpdateEvaluationRequest(input *UpdateEvaluationInput) (req *aws.Request, output *UpdateEvaluationOutput) + func (c *MachineLearning) UpdateMLModel(input *UpdateMLModelInput) (*UpdateMLModelOutput, error) + func (c *MachineLearning) UpdateMLModelRequest(input *UpdateMLModelInput) (req *aws.Request, output *UpdateMLModelOutput) + type PerformanceMetrics struct + Properties map[string]*string + type PredictInput struct + MLModelID *string + PredictEndpoint *string + Record map[string]*string + type PredictOutput struct + Prediction *Prediction + type Prediction struct + Details map[string]*string + PredictedLabel *string + PredictedScores map[string]*float64 + PredictedValue *float64 + type RDSDataSpec struct + DataRearrangement *string + DataSchema *string + DataSchemaURI *string + DatabaseCredentials *RDSDatabaseCredentials + DatabaseInformation *RDSDatabase + ResourceRole *string + S3StagingLocation *string + SecurityGroupIDs []*string + SelectSQLQuery *string + ServiceRole *string + SubnetID *string + type RDSDatabase struct + DatabaseName *string + InstanceIdentifier *string + type RDSDatabaseCredentials struct + Password *string + Username *string + type RDSMetadata struct + DataPipelineID *string + Database *RDSDatabase + DatabaseUserName *string + ResourceRole *string + SelectSQLQuery *string + ServiceRole *string + type RealtimeEndpointInfo struct + CreatedAt *time.Time + EndpointStatus *string + EndpointURL *string + PeakRequestsPerSecond *int64 + type RedshiftDataSpec struct + DataRearrangement *string + DataSchema *string + DataSchemaURI *string + DatabaseCredentials *RedshiftDatabaseCredentials + DatabaseInformation *RedshiftDatabase + S3StagingLocation *string + SelectSQLQuery *string + type RedshiftDatabase struct + ClusterIdentifier *string + DatabaseName *string + type RedshiftDatabaseCredentials struct + Password *string + Username *string + type RedshiftMetadata struct + DatabaseUserName *string + RedshiftDatabase *RedshiftDatabase + SelectSQLQuery *string + type S3DataSpec struct + DataLocationS3 *string + DataRearrangement *string + DataSchema *string + DataSchemaLocationS3 *string + type UpdateBatchPredictionInput struct + BatchPredictionID *string + BatchPredictionName *string + type UpdateBatchPredictionOutput struct + BatchPredictionID *string + type UpdateDataSourceInput struct + DataSourceID *string + DataSourceName *string + type UpdateDataSourceOutput struct + DataSourceID *string + type UpdateEvaluationInput struct + EvaluationID *string + EvaluationName *string + type UpdateEvaluationOutput struct + EvaluationID *string + type UpdateMLModelInput struct + MLModelID *string + MLModelName *string + ScoreThreshold *float64 + type UpdateMLModelOutput struct + MLModelID *string