Documentation ¶
Overview ¶
Package forecastservice provides the client and types for making API requests to Amazon Forecast Service.
Provides APIs for creating and managing Amazon Forecast resources.
See https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26 for more information on this service.
See forecastservice package documentation for more information. https://docs.aws.amazon.com/sdk-for-go/api/service/forecastservice/
Using the Client ¶
To contact Amazon Forecast Service with the SDK use the New function to create a new service client. With that client you can make API requests to the service. These clients are safe to use concurrently.
See the SDK's documentation for more information on how to use the SDK. https://docs.aws.amazon.com/sdk-for-go/api/
See aws.Config documentation for more information on configuring SDK clients. https://docs.aws.amazon.com/sdk-for-go/api/aws/#Config
See the Amazon Forecast Service client ForecastService for more information on creating client for this service. https://docs.aws.amazon.com/sdk-for-go/api/service/forecastservice/#New
Index ¶
- Constants
- func AttributeType_Values() []string
- func DatasetType_Values() []string
- func Domain_Values() []string
- func EvaluationType_Values() []string
- func FeaturizationMethodName_Values() []string
- func FilterConditionString_Values() []string
- func ScalingType_Values() []string
- type CategoricalParameterRange
- func (s CategoricalParameterRange) GoString() string
- func (s *CategoricalParameterRange) SetName(v string) *CategoricalParameterRange
- func (s *CategoricalParameterRange) SetValues(v []*string) *CategoricalParameterRange
- func (s CategoricalParameterRange) String() string
- func (s *CategoricalParameterRange) Validate() error
- type ContinuousParameterRange
- func (s ContinuousParameterRange) GoString() string
- func (s *ContinuousParameterRange) SetMaxValue(v float64) *ContinuousParameterRange
- func (s *ContinuousParameterRange) SetMinValue(v float64) *ContinuousParameterRange
- func (s *ContinuousParameterRange) SetName(v string) *ContinuousParameterRange
- func (s *ContinuousParameterRange) SetScalingType(v string) *ContinuousParameterRange
- func (s ContinuousParameterRange) String() string
- func (s *ContinuousParameterRange) Validate() error
- type CreateDatasetGroupInput
- func (s CreateDatasetGroupInput) GoString() string
- func (s *CreateDatasetGroupInput) SetDatasetArns(v []*string) *CreateDatasetGroupInput
- func (s *CreateDatasetGroupInput) SetDatasetGroupName(v string) *CreateDatasetGroupInput
- func (s *CreateDatasetGroupInput) SetDomain(v string) *CreateDatasetGroupInput
- func (s *CreateDatasetGroupInput) SetTags(v []*Tag) *CreateDatasetGroupInput
- func (s CreateDatasetGroupInput) String() string
- func (s *CreateDatasetGroupInput) Validate() error
- type CreateDatasetGroupOutput
- type CreateDatasetImportJobInput
- func (s CreateDatasetImportJobInput) GoString() string
- func (s *CreateDatasetImportJobInput) SetDataSource(v *DataSource) *CreateDatasetImportJobInput
- func (s *CreateDatasetImportJobInput) SetDatasetArn(v string) *CreateDatasetImportJobInput
- func (s *CreateDatasetImportJobInput) SetDatasetImportJobName(v string) *CreateDatasetImportJobInput
- func (s *CreateDatasetImportJobInput) SetGeolocationFormat(v string) *CreateDatasetImportJobInput
- func (s *CreateDatasetImportJobInput) SetTags(v []*Tag) *CreateDatasetImportJobInput
- func (s *CreateDatasetImportJobInput) SetTimeZone(v string) *CreateDatasetImportJobInput
- func (s *CreateDatasetImportJobInput) SetTimestampFormat(v string) *CreateDatasetImportJobInput
- func (s *CreateDatasetImportJobInput) SetUseGeolocationForTimeZone(v bool) *CreateDatasetImportJobInput
- func (s CreateDatasetImportJobInput) String() string
- func (s *CreateDatasetImportJobInput) Validate() error
- type CreateDatasetImportJobOutput
- type CreateDatasetInput
- func (s CreateDatasetInput) GoString() string
- func (s *CreateDatasetInput) SetDataFrequency(v string) *CreateDatasetInput
- func (s *CreateDatasetInput) SetDatasetName(v string) *CreateDatasetInput
- func (s *CreateDatasetInput) SetDatasetType(v string) *CreateDatasetInput
- func (s *CreateDatasetInput) SetDomain(v string) *CreateDatasetInput
- func (s *CreateDatasetInput) SetEncryptionConfig(v *EncryptionConfig) *CreateDatasetInput
- func (s *CreateDatasetInput) SetSchema(v *Schema) *CreateDatasetInput
- func (s *CreateDatasetInput) SetTags(v []*Tag) *CreateDatasetInput
- func (s CreateDatasetInput) String() string
- func (s *CreateDatasetInput) Validate() error
- type CreateDatasetOutput
- type CreateForecastExportJobInput
- func (s CreateForecastExportJobInput) GoString() string
- func (s *CreateForecastExportJobInput) SetDestination(v *DataDestination) *CreateForecastExportJobInput
- func (s *CreateForecastExportJobInput) SetForecastArn(v string) *CreateForecastExportJobInput
- func (s *CreateForecastExportJobInput) SetForecastExportJobName(v string) *CreateForecastExportJobInput
- func (s *CreateForecastExportJobInput) SetTags(v []*Tag) *CreateForecastExportJobInput
- func (s CreateForecastExportJobInput) String() string
- func (s *CreateForecastExportJobInput) Validate() error
- type CreateForecastExportJobOutput
- type CreateForecastInput
- func (s CreateForecastInput) GoString() string
- func (s *CreateForecastInput) SetForecastName(v string) *CreateForecastInput
- func (s *CreateForecastInput) SetForecastTypes(v []*string) *CreateForecastInput
- func (s *CreateForecastInput) SetPredictorArn(v string) *CreateForecastInput
- func (s *CreateForecastInput) SetTags(v []*Tag) *CreateForecastInput
- func (s CreateForecastInput) String() string
- func (s *CreateForecastInput) Validate() error
- type CreateForecastOutput
- type CreatePredictorBacktestExportJobInput
- func (s CreatePredictorBacktestExportJobInput) GoString() string
- func (s *CreatePredictorBacktestExportJobInput) SetDestination(v *DataDestination) *CreatePredictorBacktestExportJobInput
- func (s *CreatePredictorBacktestExportJobInput) SetPredictorArn(v string) *CreatePredictorBacktestExportJobInput
- func (s *CreatePredictorBacktestExportJobInput) SetPredictorBacktestExportJobName(v string) *CreatePredictorBacktestExportJobInput
- func (s *CreatePredictorBacktestExportJobInput) SetTags(v []*Tag) *CreatePredictorBacktestExportJobInput
- func (s CreatePredictorBacktestExportJobInput) String() string
- func (s *CreatePredictorBacktestExportJobInput) Validate() error
- type CreatePredictorBacktestExportJobOutput
- type CreatePredictorInput
- func (s CreatePredictorInput) GoString() string
- func (s *CreatePredictorInput) SetAlgorithmArn(v string) *CreatePredictorInput
- func (s *CreatePredictorInput) SetEncryptionConfig(v *EncryptionConfig) *CreatePredictorInput
- func (s *CreatePredictorInput) SetEvaluationParameters(v *EvaluationParameters) *CreatePredictorInput
- func (s *CreatePredictorInput) SetFeaturizationConfig(v *FeaturizationConfig) *CreatePredictorInput
- func (s *CreatePredictorInput) SetForecastHorizon(v int64) *CreatePredictorInput
- func (s *CreatePredictorInput) SetForecastTypes(v []*string) *CreatePredictorInput
- func (s *CreatePredictorInput) SetHPOConfig(v *HyperParameterTuningJobConfig) *CreatePredictorInput
- func (s *CreatePredictorInput) SetInputDataConfig(v *InputDataConfig) *CreatePredictorInput
- func (s *CreatePredictorInput) SetPerformAutoML(v bool) *CreatePredictorInput
- func (s *CreatePredictorInput) SetPerformHPO(v bool) *CreatePredictorInput
- func (s *CreatePredictorInput) SetPredictorName(v string) *CreatePredictorInput
- func (s *CreatePredictorInput) SetTags(v []*Tag) *CreatePredictorInput
- func (s *CreatePredictorInput) SetTrainingParameters(v map[string]*string) *CreatePredictorInput
- func (s CreatePredictorInput) String() string
- func (s *CreatePredictorInput) Validate() error
- type CreatePredictorOutput
- type DataDestination
- type DataSource
- type DatasetGroupSummary
- func (s DatasetGroupSummary) GoString() string
- func (s *DatasetGroupSummary) SetCreationTime(v time.Time) *DatasetGroupSummary
- func (s *DatasetGroupSummary) SetDatasetGroupArn(v string) *DatasetGroupSummary
- func (s *DatasetGroupSummary) SetDatasetGroupName(v string) *DatasetGroupSummary
- func (s *DatasetGroupSummary) SetLastModificationTime(v time.Time) *DatasetGroupSummary
- func (s DatasetGroupSummary) String() string
- type DatasetImportJobSummary
- func (s DatasetImportJobSummary) GoString() string
- func (s *DatasetImportJobSummary) SetCreationTime(v time.Time) *DatasetImportJobSummary
- func (s *DatasetImportJobSummary) SetDataSource(v *DataSource) *DatasetImportJobSummary
- func (s *DatasetImportJobSummary) SetDatasetImportJobArn(v string) *DatasetImportJobSummary
- func (s *DatasetImportJobSummary) SetDatasetImportJobName(v string) *DatasetImportJobSummary
- func (s *DatasetImportJobSummary) SetLastModificationTime(v time.Time) *DatasetImportJobSummary
- func (s *DatasetImportJobSummary) SetMessage(v string) *DatasetImportJobSummary
- func (s *DatasetImportJobSummary) SetStatus(v string) *DatasetImportJobSummary
- func (s DatasetImportJobSummary) String() string
- type DatasetSummary
- func (s DatasetSummary) GoString() string
- func (s *DatasetSummary) SetCreationTime(v time.Time) *DatasetSummary
- func (s *DatasetSummary) SetDatasetArn(v string) *DatasetSummary
- func (s *DatasetSummary) SetDatasetName(v string) *DatasetSummary
- func (s *DatasetSummary) SetDatasetType(v string) *DatasetSummary
- func (s *DatasetSummary) SetDomain(v string) *DatasetSummary
- func (s *DatasetSummary) SetLastModificationTime(v time.Time) *DatasetSummary
- func (s DatasetSummary) String() string
- type DeleteDatasetGroupInput
- type DeleteDatasetGroupOutput
- type DeleteDatasetImportJobInput
- type DeleteDatasetImportJobOutput
- type DeleteDatasetInput
- type DeleteDatasetOutput
- type DeleteForecastExportJobInput
- type DeleteForecastExportJobOutput
- type DeleteForecastInput
- type DeleteForecastOutput
- type DeletePredictorBacktestExportJobInput
- func (s DeletePredictorBacktestExportJobInput) GoString() string
- func (s *DeletePredictorBacktestExportJobInput) SetPredictorBacktestExportJobArn(v string) *DeletePredictorBacktestExportJobInput
- func (s DeletePredictorBacktestExportJobInput) String() string
- func (s *DeletePredictorBacktestExportJobInput) Validate() error
- type DeletePredictorBacktestExportJobOutput
- type DeletePredictorInput
- type DeletePredictorOutput
- type DescribeDatasetGroupInput
- type DescribeDatasetGroupOutput
- func (s DescribeDatasetGroupOutput) GoString() string
- func (s *DescribeDatasetGroupOutput) SetCreationTime(v time.Time) *DescribeDatasetGroupOutput
- func (s *DescribeDatasetGroupOutput) SetDatasetArns(v []*string) *DescribeDatasetGroupOutput
- func (s *DescribeDatasetGroupOutput) SetDatasetGroupArn(v string) *DescribeDatasetGroupOutput
- func (s *DescribeDatasetGroupOutput) SetDatasetGroupName(v string) *DescribeDatasetGroupOutput
- func (s *DescribeDatasetGroupOutput) SetDomain(v string) *DescribeDatasetGroupOutput
- func (s *DescribeDatasetGroupOutput) SetLastModificationTime(v time.Time) *DescribeDatasetGroupOutput
- func (s *DescribeDatasetGroupOutput) SetStatus(v string) *DescribeDatasetGroupOutput
- func (s DescribeDatasetGroupOutput) String() string
- type DescribeDatasetImportJobInput
- type DescribeDatasetImportJobOutput
- func (s DescribeDatasetImportJobOutput) GoString() string
- func (s *DescribeDatasetImportJobOutput) SetCreationTime(v time.Time) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetDataSize(v float64) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetDataSource(v *DataSource) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetDatasetArn(v string) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetDatasetImportJobArn(v string) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetDatasetImportJobName(v string) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetEstimatedTimeRemainingInMinutes(v int64) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetFieldStatistics(v map[string]*Statistics) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetGeolocationFormat(v string) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetLastModificationTime(v time.Time) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetMessage(v string) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetStatus(v string) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetTimeZone(v string) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetTimestampFormat(v string) *DescribeDatasetImportJobOutput
- func (s *DescribeDatasetImportJobOutput) SetUseGeolocationForTimeZone(v bool) *DescribeDatasetImportJobOutput
- func (s DescribeDatasetImportJobOutput) String() string
- type DescribeDatasetInput
- type DescribeDatasetOutput
- func (s DescribeDatasetOutput) GoString() string
- func (s *DescribeDatasetOutput) SetCreationTime(v time.Time) *DescribeDatasetOutput
- func (s *DescribeDatasetOutput) SetDataFrequency(v string) *DescribeDatasetOutput
- func (s *DescribeDatasetOutput) SetDatasetArn(v string) *DescribeDatasetOutput
- func (s *DescribeDatasetOutput) SetDatasetName(v string) *DescribeDatasetOutput
- func (s *DescribeDatasetOutput) SetDatasetType(v string) *DescribeDatasetOutput
- func (s *DescribeDatasetOutput) SetDomain(v string) *DescribeDatasetOutput
- func (s *DescribeDatasetOutput) SetEncryptionConfig(v *EncryptionConfig) *DescribeDatasetOutput
- func (s *DescribeDatasetOutput) SetLastModificationTime(v time.Time) *DescribeDatasetOutput
- func (s *DescribeDatasetOutput) SetSchema(v *Schema) *DescribeDatasetOutput
- func (s *DescribeDatasetOutput) SetStatus(v string) *DescribeDatasetOutput
- func (s DescribeDatasetOutput) String() string
- type DescribeForecastExportJobInput
- type DescribeForecastExportJobOutput
- func (s DescribeForecastExportJobOutput) GoString() string
- func (s *DescribeForecastExportJobOutput) SetCreationTime(v time.Time) *DescribeForecastExportJobOutput
- func (s *DescribeForecastExportJobOutput) SetDestination(v *DataDestination) *DescribeForecastExportJobOutput
- func (s *DescribeForecastExportJobOutput) SetForecastArn(v string) *DescribeForecastExportJobOutput
- func (s *DescribeForecastExportJobOutput) SetForecastExportJobArn(v string) *DescribeForecastExportJobOutput
- func (s *DescribeForecastExportJobOutput) SetForecastExportJobName(v string) *DescribeForecastExportJobOutput
- func (s *DescribeForecastExportJobOutput) SetLastModificationTime(v time.Time) *DescribeForecastExportJobOutput
- func (s *DescribeForecastExportJobOutput) SetMessage(v string) *DescribeForecastExportJobOutput
- func (s *DescribeForecastExportJobOutput) SetStatus(v string) *DescribeForecastExportJobOutput
- func (s DescribeForecastExportJobOutput) String() string
- type DescribeForecastInput
- type DescribeForecastOutput
- func (s DescribeForecastOutput) GoString() string
- func (s *DescribeForecastOutput) SetCreationTime(v time.Time) *DescribeForecastOutput
- func (s *DescribeForecastOutput) SetDatasetGroupArn(v string) *DescribeForecastOutput
- func (s *DescribeForecastOutput) SetEstimatedTimeRemainingInMinutes(v int64) *DescribeForecastOutput
- func (s *DescribeForecastOutput) SetForecastArn(v string) *DescribeForecastOutput
- func (s *DescribeForecastOutput) SetForecastName(v string) *DescribeForecastOutput
- func (s *DescribeForecastOutput) SetForecastTypes(v []*string) *DescribeForecastOutput
- func (s *DescribeForecastOutput) SetLastModificationTime(v time.Time) *DescribeForecastOutput
- func (s *DescribeForecastOutput) SetMessage(v string) *DescribeForecastOutput
- func (s *DescribeForecastOutput) SetPredictorArn(v string) *DescribeForecastOutput
- func (s *DescribeForecastOutput) SetStatus(v string) *DescribeForecastOutput
- func (s DescribeForecastOutput) String() string
- type DescribePredictorBacktestExportJobInput
- func (s DescribePredictorBacktestExportJobInput) GoString() string
- func (s *DescribePredictorBacktestExportJobInput) SetPredictorBacktestExportJobArn(v string) *DescribePredictorBacktestExportJobInput
- func (s DescribePredictorBacktestExportJobInput) String() string
- func (s *DescribePredictorBacktestExportJobInput) Validate() error
- type DescribePredictorBacktestExportJobOutput
- func (s DescribePredictorBacktestExportJobOutput) GoString() string
- func (s *DescribePredictorBacktestExportJobOutput) SetCreationTime(v time.Time) *DescribePredictorBacktestExportJobOutput
- func (s *DescribePredictorBacktestExportJobOutput) SetDestination(v *DataDestination) *DescribePredictorBacktestExportJobOutput
- func (s *DescribePredictorBacktestExportJobOutput) SetLastModificationTime(v time.Time) *DescribePredictorBacktestExportJobOutput
- func (s *DescribePredictorBacktestExportJobOutput) SetMessage(v string) *DescribePredictorBacktestExportJobOutput
- func (s *DescribePredictorBacktestExportJobOutput) SetPredictorArn(v string) *DescribePredictorBacktestExportJobOutput
- func (s *DescribePredictorBacktestExportJobOutput) SetPredictorBacktestExportJobArn(v string) *DescribePredictorBacktestExportJobOutput
- func (s *DescribePredictorBacktestExportJobOutput) SetPredictorBacktestExportJobName(v string) *DescribePredictorBacktestExportJobOutput
- func (s *DescribePredictorBacktestExportJobOutput) SetStatus(v string) *DescribePredictorBacktestExportJobOutput
- func (s DescribePredictorBacktestExportJobOutput) String() string
- type DescribePredictorInput
- type DescribePredictorOutput
- func (s DescribePredictorOutput) GoString() string
- func (s *DescribePredictorOutput) SetAlgorithmArn(v string) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetAutoMLAlgorithmArns(v []*string) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetCreationTime(v time.Time) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetDatasetImportJobArns(v []*string) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetEncryptionConfig(v *EncryptionConfig) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetEstimatedTimeRemainingInMinutes(v int64) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetEvaluationParameters(v *EvaluationParameters) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetFeaturizationConfig(v *FeaturizationConfig) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetForecastHorizon(v int64) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetForecastTypes(v []*string) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetHPOConfig(v *HyperParameterTuningJobConfig) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetInputDataConfig(v *InputDataConfig) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetLastModificationTime(v time.Time) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetMessage(v string) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetPerformAutoML(v bool) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetPerformHPO(v bool) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetPredictorArn(v string) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetPredictorExecutionDetails(v *PredictorExecutionDetails) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetPredictorName(v string) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetStatus(v string) *DescribePredictorOutput
- func (s *DescribePredictorOutput) SetTrainingParameters(v map[string]*string) *DescribePredictorOutput
- func (s DescribePredictorOutput) String() string
- type EncryptionConfig
- type ErrorMetric
- type EvaluationParameters
- type EvaluationResult
- type Featurization
- type FeaturizationConfig
- func (s FeaturizationConfig) GoString() string
- func (s *FeaturizationConfig) SetFeaturizations(v []*Featurization) *FeaturizationConfig
- func (s *FeaturizationConfig) SetForecastDimensions(v []*string) *FeaturizationConfig
- func (s *FeaturizationConfig) SetForecastFrequency(v string) *FeaturizationConfig
- func (s FeaturizationConfig) String() string
- func (s *FeaturizationConfig) Validate() error
- type FeaturizationMethod
- func (s FeaturizationMethod) GoString() string
- func (s *FeaturizationMethod) SetFeaturizationMethodName(v string) *FeaturizationMethod
- func (s *FeaturizationMethod) SetFeaturizationMethodParameters(v map[string]*string) *FeaturizationMethod
- func (s FeaturizationMethod) String() string
- func (s *FeaturizationMethod) Validate() error
- type Filter
- type ForecastExportJobSummary
- func (s ForecastExportJobSummary) GoString() string
- func (s *ForecastExportJobSummary) SetCreationTime(v time.Time) *ForecastExportJobSummary
- func (s *ForecastExportJobSummary) SetDestination(v *DataDestination) *ForecastExportJobSummary
- func (s *ForecastExportJobSummary) SetForecastExportJobArn(v string) *ForecastExportJobSummary
- func (s *ForecastExportJobSummary) SetForecastExportJobName(v string) *ForecastExportJobSummary
- func (s *ForecastExportJobSummary) SetLastModificationTime(v time.Time) *ForecastExportJobSummary
- func (s *ForecastExportJobSummary) SetMessage(v string) *ForecastExportJobSummary
- func (s *ForecastExportJobSummary) SetStatus(v string) *ForecastExportJobSummary
- func (s ForecastExportJobSummary) String() string
- type ForecastService
- func (c *ForecastService) CreateDataset(input *CreateDatasetInput) (*CreateDatasetOutput, error)
- func (c *ForecastService) CreateDatasetGroup(input *CreateDatasetGroupInput) (*CreateDatasetGroupOutput, error)
- func (c *ForecastService) CreateDatasetGroupRequest(input *CreateDatasetGroupInput) (req *request.Request, output *CreateDatasetGroupOutput)
- func (c *ForecastService) CreateDatasetGroupWithContext(ctx aws.Context, input *CreateDatasetGroupInput, opts ...request.Option) (*CreateDatasetGroupOutput, error)
- func (c *ForecastService) CreateDatasetImportJob(input *CreateDatasetImportJobInput) (*CreateDatasetImportJobOutput, error)
- func (c *ForecastService) CreateDatasetImportJobRequest(input *CreateDatasetImportJobInput) (req *request.Request, output *CreateDatasetImportJobOutput)
- func (c *ForecastService) CreateDatasetImportJobWithContext(ctx aws.Context, input *CreateDatasetImportJobInput, opts ...request.Option) (*CreateDatasetImportJobOutput, error)
- func (c *ForecastService) CreateDatasetRequest(input *CreateDatasetInput) (req *request.Request, output *CreateDatasetOutput)
- func (c *ForecastService) CreateDatasetWithContext(ctx aws.Context, input *CreateDatasetInput, opts ...request.Option) (*CreateDatasetOutput, error)
- func (c *ForecastService) CreateForecast(input *CreateForecastInput) (*CreateForecastOutput, error)
- func (c *ForecastService) CreateForecastExportJob(input *CreateForecastExportJobInput) (*CreateForecastExportJobOutput, error)
- func (c *ForecastService) CreateForecastExportJobRequest(input *CreateForecastExportJobInput) (req *request.Request, output *CreateForecastExportJobOutput)
- func (c *ForecastService) CreateForecastExportJobWithContext(ctx aws.Context, input *CreateForecastExportJobInput, opts ...request.Option) (*CreateForecastExportJobOutput, error)
- func (c *ForecastService) CreateForecastRequest(input *CreateForecastInput) (req *request.Request, output *CreateForecastOutput)
- func (c *ForecastService) CreateForecastWithContext(ctx aws.Context, input *CreateForecastInput, opts ...request.Option) (*CreateForecastOutput, error)
- func (c *ForecastService) CreatePredictor(input *CreatePredictorInput) (*CreatePredictorOutput, error)
- func (c *ForecastService) CreatePredictorBacktestExportJob(input *CreatePredictorBacktestExportJobInput) (*CreatePredictorBacktestExportJobOutput, error)
- func (c *ForecastService) CreatePredictorBacktestExportJobRequest(input *CreatePredictorBacktestExportJobInput) (req *request.Request, output *CreatePredictorBacktestExportJobOutput)
- func (c *ForecastService) CreatePredictorBacktestExportJobWithContext(ctx aws.Context, input *CreatePredictorBacktestExportJobInput, ...) (*CreatePredictorBacktestExportJobOutput, error)
- func (c *ForecastService) CreatePredictorRequest(input *CreatePredictorInput) (req *request.Request, output *CreatePredictorOutput)
- func (c *ForecastService) CreatePredictorWithContext(ctx aws.Context, input *CreatePredictorInput, opts ...request.Option) (*CreatePredictorOutput, error)
- func (c *ForecastService) DeleteDataset(input *DeleteDatasetInput) (*DeleteDatasetOutput, error)
- func (c *ForecastService) DeleteDatasetGroup(input *DeleteDatasetGroupInput) (*DeleteDatasetGroupOutput, error)
- func (c *ForecastService) DeleteDatasetGroupRequest(input *DeleteDatasetGroupInput) (req *request.Request, output *DeleteDatasetGroupOutput)
- func (c *ForecastService) DeleteDatasetGroupWithContext(ctx aws.Context, input *DeleteDatasetGroupInput, opts ...request.Option) (*DeleteDatasetGroupOutput, error)
- func (c *ForecastService) DeleteDatasetImportJob(input *DeleteDatasetImportJobInput) (*DeleteDatasetImportJobOutput, error)
- func (c *ForecastService) DeleteDatasetImportJobRequest(input *DeleteDatasetImportJobInput) (req *request.Request, output *DeleteDatasetImportJobOutput)
- func (c *ForecastService) DeleteDatasetImportJobWithContext(ctx aws.Context, input *DeleteDatasetImportJobInput, opts ...request.Option) (*DeleteDatasetImportJobOutput, error)
- func (c *ForecastService) DeleteDatasetRequest(input *DeleteDatasetInput) (req *request.Request, output *DeleteDatasetOutput)
- func (c *ForecastService) DeleteDatasetWithContext(ctx aws.Context, input *DeleteDatasetInput, opts ...request.Option) (*DeleteDatasetOutput, error)
- func (c *ForecastService) DeleteForecast(input *DeleteForecastInput) (*DeleteForecastOutput, error)
- func (c *ForecastService) DeleteForecastExportJob(input *DeleteForecastExportJobInput) (*DeleteForecastExportJobOutput, error)
- func (c *ForecastService) DeleteForecastExportJobRequest(input *DeleteForecastExportJobInput) (req *request.Request, output *DeleteForecastExportJobOutput)
- func (c *ForecastService) DeleteForecastExportJobWithContext(ctx aws.Context, input *DeleteForecastExportJobInput, opts ...request.Option) (*DeleteForecastExportJobOutput, error)
- func (c *ForecastService) DeleteForecastRequest(input *DeleteForecastInput) (req *request.Request, output *DeleteForecastOutput)
- func (c *ForecastService) DeleteForecastWithContext(ctx aws.Context, input *DeleteForecastInput, opts ...request.Option) (*DeleteForecastOutput, error)
- func (c *ForecastService) DeletePredictor(input *DeletePredictorInput) (*DeletePredictorOutput, error)
- func (c *ForecastService) DeletePredictorBacktestExportJob(input *DeletePredictorBacktestExportJobInput) (*DeletePredictorBacktestExportJobOutput, error)
- func (c *ForecastService) DeletePredictorBacktestExportJobRequest(input *DeletePredictorBacktestExportJobInput) (req *request.Request, output *DeletePredictorBacktestExportJobOutput)
- func (c *ForecastService) DeletePredictorBacktestExportJobWithContext(ctx aws.Context, input *DeletePredictorBacktestExportJobInput, ...) (*DeletePredictorBacktestExportJobOutput, error)
- func (c *ForecastService) DeletePredictorRequest(input *DeletePredictorInput) (req *request.Request, output *DeletePredictorOutput)
- func (c *ForecastService) DeletePredictorWithContext(ctx aws.Context, input *DeletePredictorInput, opts ...request.Option) (*DeletePredictorOutput, error)
- func (c *ForecastService) DescribeDataset(input *DescribeDatasetInput) (*DescribeDatasetOutput, error)
- func (c *ForecastService) DescribeDatasetGroup(input *DescribeDatasetGroupInput) (*DescribeDatasetGroupOutput, error)
- func (c *ForecastService) DescribeDatasetGroupRequest(input *DescribeDatasetGroupInput) (req *request.Request, output *DescribeDatasetGroupOutput)
- func (c *ForecastService) DescribeDatasetGroupWithContext(ctx aws.Context, input *DescribeDatasetGroupInput, opts ...request.Option) (*DescribeDatasetGroupOutput, error)
- func (c *ForecastService) DescribeDatasetImportJob(input *DescribeDatasetImportJobInput) (*DescribeDatasetImportJobOutput, error)
- func (c *ForecastService) DescribeDatasetImportJobRequest(input *DescribeDatasetImportJobInput) (req *request.Request, output *DescribeDatasetImportJobOutput)
- func (c *ForecastService) DescribeDatasetImportJobWithContext(ctx aws.Context, input *DescribeDatasetImportJobInput, opts ...request.Option) (*DescribeDatasetImportJobOutput, error)
- func (c *ForecastService) DescribeDatasetRequest(input *DescribeDatasetInput) (req *request.Request, output *DescribeDatasetOutput)
- func (c *ForecastService) DescribeDatasetWithContext(ctx aws.Context, input *DescribeDatasetInput, opts ...request.Option) (*DescribeDatasetOutput, error)
- func (c *ForecastService) DescribeForecast(input *DescribeForecastInput) (*DescribeForecastOutput, error)
- func (c *ForecastService) DescribeForecastExportJob(input *DescribeForecastExportJobInput) (*DescribeForecastExportJobOutput, error)
- func (c *ForecastService) DescribeForecastExportJobRequest(input *DescribeForecastExportJobInput) (req *request.Request, output *DescribeForecastExportJobOutput)
- func (c *ForecastService) DescribeForecastExportJobWithContext(ctx aws.Context, input *DescribeForecastExportJobInput, opts ...request.Option) (*DescribeForecastExportJobOutput, error)
- func (c *ForecastService) DescribeForecastRequest(input *DescribeForecastInput) (req *request.Request, output *DescribeForecastOutput)
- func (c *ForecastService) DescribeForecastWithContext(ctx aws.Context, input *DescribeForecastInput, opts ...request.Option) (*DescribeForecastOutput, error)
- func (c *ForecastService) DescribePredictor(input *DescribePredictorInput) (*DescribePredictorOutput, error)
- func (c *ForecastService) DescribePredictorBacktestExportJob(input *DescribePredictorBacktestExportJobInput) (*DescribePredictorBacktestExportJobOutput, error)
- func (c *ForecastService) DescribePredictorBacktestExportJobRequest(input *DescribePredictorBacktestExportJobInput) (req *request.Request, output *DescribePredictorBacktestExportJobOutput)
- func (c *ForecastService) DescribePredictorBacktestExportJobWithContext(ctx aws.Context, input *DescribePredictorBacktestExportJobInput, ...) (*DescribePredictorBacktestExportJobOutput, error)
- func (c *ForecastService) DescribePredictorRequest(input *DescribePredictorInput) (req *request.Request, output *DescribePredictorOutput)
- func (c *ForecastService) DescribePredictorWithContext(ctx aws.Context, input *DescribePredictorInput, opts ...request.Option) (*DescribePredictorOutput, error)
- func (c *ForecastService) GetAccuracyMetrics(input *GetAccuracyMetricsInput) (*GetAccuracyMetricsOutput, error)
- func (c *ForecastService) GetAccuracyMetricsRequest(input *GetAccuracyMetricsInput) (req *request.Request, output *GetAccuracyMetricsOutput)
- func (c *ForecastService) GetAccuracyMetricsWithContext(ctx aws.Context, input *GetAccuracyMetricsInput, opts ...request.Option) (*GetAccuracyMetricsOutput, error)
- func (c *ForecastService) ListDatasetGroups(input *ListDatasetGroupsInput) (*ListDatasetGroupsOutput, error)
- func (c *ForecastService) ListDatasetGroupsPages(input *ListDatasetGroupsInput, fn func(*ListDatasetGroupsOutput, bool) bool) error
- func (c *ForecastService) ListDatasetGroupsPagesWithContext(ctx aws.Context, input *ListDatasetGroupsInput, ...) error
- func (c *ForecastService) ListDatasetGroupsRequest(input *ListDatasetGroupsInput) (req *request.Request, output *ListDatasetGroupsOutput)
- func (c *ForecastService) ListDatasetGroupsWithContext(ctx aws.Context, input *ListDatasetGroupsInput, opts ...request.Option) (*ListDatasetGroupsOutput, error)
- func (c *ForecastService) ListDatasetImportJobs(input *ListDatasetImportJobsInput) (*ListDatasetImportJobsOutput, error)
- func (c *ForecastService) ListDatasetImportJobsPages(input *ListDatasetImportJobsInput, ...) error
- func (c *ForecastService) ListDatasetImportJobsPagesWithContext(ctx aws.Context, input *ListDatasetImportJobsInput, ...) error
- func (c *ForecastService) ListDatasetImportJobsRequest(input *ListDatasetImportJobsInput) (req *request.Request, output *ListDatasetImportJobsOutput)
- func (c *ForecastService) ListDatasetImportJobsWithContext(ctx aws.Context, input *ListDatasetImportJobsInput, opts ...request.Option) (*ListDatasetImportJobsOutput, error)
- func (c *ForecastService) ListDatasets(input *ListDatasetsInput) (*ListDatasetsOutput, error)
- func (c *ForecastService) ListDatasetsPages(input *ListDatasetsInput, fn func(*ListDatasetsOutput, bool) bool) error
- func (c *ForecastService) ListDatasetsPagesWithContext(ctx aws.Context, input *ListDatasetsInput, ...) error
- func (c *ForecastService) ListDatasetsRequest(input *ListDatasetsInput) (req *request.Request, output *ListDatasetsOutput)
- func (c *ForecastService) ListDatasetsWithContext(ctx aws.Context, input *ListDatasetsInput, opts ...request.Option) (*ListDatasetsOutput, error)
- func (c *ForecastService) ListForecastExportJobs(input *ListForecastExportJobsInput) (*ListForecastExportJobsOutput, error)
- func (c *ForecastService) ListForecastExportJobsPages(input *ListForecastExportJobsInput, ...) error
- func (c *ForecastService) ListForecastExportJobsPagesWithContext(ctx aws.Context, input *ListForecastExportJobsInput, ...) error
- func (c *ForecastService) ListForecastExportJobsRequest(input *ListForecastExportJobsInput) (req *request.Request, output *ListForecastExportJobsOutput)
- func (c *ForecastService) ListForecastExportJobsWithContext(ctx aws.Context, input *ListForecastExportJobsInput, opts ...request.Option) (*ListForecastExportJobsOutput, error)
- func (c *ForecastService) ListForecasts(input *ListForecastsInput) (*ListForecastsOutput, error)
- func (c *ForecastService) ListForecastsPages(input *ListForecastsInput, fn func(*ListForecastsOutput, bool) bool) error
- func (c *ForecastService) ListForecastsPagesWithContext(ctx aws.Context, input *ListForecastsInput, ...) error
- func (c *ForecastService) ListForecastsRequest(input *ListForecastsInput) (req *request.Request, output *ListForecastsOutput)
- func (c *ForecastService) ListForecastsWithContext(ctx aws.Context, input *ListForecastsInput, opts ...request.Option) (*ListForecastsOutput, error)
- func (c *ForecastService) ListPredictorBacktestExportJobs(input *ListPredictorBacktestExportJobsInput) (*ListPredictorBacktestExportJobsOutput, error)
- func (c *ForecastService) ListPredictorBacktestExportJobsPages(input *ListPredictorBacktestExportJobsInput, ...) error
- func (c *ForecastService) ListPredictorBacktestExportJobsPagesWithContext(ctx aws.Context, input *ListPredictorBacktestExportJobsInput, ...) error
- func (c *ForecastService) ListPredictorBacktestExportJobsRequest(input *ListPredictorBacktestExportJobsInput) (req *request.Request, output *ListPredictorBacktestExportJobsOutput)
- func (c *ForecastService) ListPredictorBacktestExportJobsWithContext(ctx aws.Context, input *ListPredictorBacktestExportJobsInput, ...) (*ListPredictorBacktestExportJobsOutput, error)
- func (c *ForecastService) ListPredictors(input *ListPredictorsInput) (*ListPredictorsOutput, error)
- func (c *ForecastService) ListPredictorsPages(input *ListPredictorsInput, fn func(*ListPredictorsOutput, bool) bool) error
- func (c *ForecastService) ListPredictorsPagesWithContext(ctx aws.Context, input *ListPredictorsInput, ...) error
- func (c *ForecastService) ListPredictorsRequest(input *ListPredictorsInput) (req *request.Request, output *ListPredictorsOutput)
- func (c *ForecastService) ListPredictorsWithContext(ctx aws.Context, input *ListPredictorsInput, opts ...request.Option) (*ListPredictorsOutput, error)
- func (c *ForecastService) ListTagsForResource(input *ListTagsForResourceInput) (*ListTagsForResourceOutput, error)
- func (c *ForecastService) ListTagsForResourceRequest(input *ListTagsForResourceInput) (req *request.Request, output *ListTagsForResourceOutput)
- func (c *ForecastService) ListTagsForResourceWithContext(ctx aws.Context, input *ListTagsForResourceInput, opts ...request.Option) (*ListTagsForResourceOutput, error)
- func (c *ForecastService) StopResource(input *StopResourceInput) (*StopResourceOutput, error)
- func (c *ForecastService) StopResourceRequest(input *StopResourceInput) (req *request.Request, output *StopResourceOutput)
- func (c *ForecastService) StopResourceWithContext(ctx aws.Context, input *StopResourceInput, opts ...request.Option) (*StopResourceOutput, error)
- func (c *ForecastService) TagResource(input *TagResourceInput) (*TagResourceOutput, error)
- func (c *ForecastService) TagResourceRequest(input *TagResourceInput) (req *request.Request, output *TagResourceOutput)
- func (c *ForecastService) TagResourceWithContext(ctx aws.Context, input *TagResourceInput, opts ...request.Option) (*TagResourceOutput, error)
- func (c *ForecastService) UntagResource(input *UntagResourceInput) (*UntagResourceOutput, error)
- func (c *ForecastService) UntagResourceRequest(input *UntagResourceInput) (req *request.Request, output *UntagResourceOutput)
- func (c *ForecastService) UntagResourceWithContext(ctx aws.Context, input *UntagResourceInput, opts ...request.Option) (*UntagResourceOutput, error)
- func (c *ForecastService) UpdateDatasetGroup(input *UpdateDatasetGroupInput) (*UpdateDatasetGroupOutput, error)
- func (c *ForecastService) UpdateDatasetGroupRequest(input *UpdateDatasetGroupInput) (req *request.Request, output *UpdateDatasetGroupOutput)
- func (c *ForecastService) UpdateDatasetGroupWithContext(ctx aws.Context, input *UpdateDatasetGroupInput, opts ...request.Option) (*UpdateDatasetGroupOutput, error)
- type ForecastSummary
- func (s ForecastSummary) GoString() string
- func (s *ForecastSummary) SetCreationTime(v time.Time) *ForecastSummary
- func (s *ForecastSummary) SetDatasetGroupArn(v string) *ForecastSummary
- func (s *ForecastSummary) SetForecastArn(v string) *ForecastSummary
- func (s *ForecastSummary) SetForecastName(v string) *ForecastSummary
- func (s *ForecastSummary) SetLastModificationTime(v time.Time) *ForecastSummary
- func (s *ForecastSummary) SetMessage(v string) *ForecastSummary
- func (s *ForecastSummary) SetPredictorArn(v string) *ForecastSummary
- func (s *ForecastSummary) SetStatus(v string) *ForecastSummary
- func (s ForecastSummary) String() string
- type GetAccuracyMetricsInput
- type GetAccuracyMetricsOutput
- type HyperParameterTuningJobConfig
- type InputDataConfig
- type IntegerParameterRange
- func (s IntegerParameterRange) GoString() string
- func (s *IntegerParameterRange) SetMaxValue(v int64) *IntegerParameterRange
- func (s *IntegerParameterRange) SetMinValue(v int64) *IntegerParameterRange
- func (s *IntegerParameterRange) SetName(v string) *IntegerParameterRange
- func (s *IntegerParameterRange) SetScalingType(v string) *IntegerParameterRange
- func (s IntegerParameterRange) String() string
- func (s *IntegerParameterRange) Validate() error
- type InvalidInputException
- func (s *InvalidInputException) Code() string
- func (s *InvalidInputException) Error() string
- func (s InvalidInputException) GoString() string
- func (s *InvalidInputException) Message() string
- func (s *InvalidInputException) OrigErr() error
- func (s *InvalidInputException) RequestID() string
- func (s *InvalidInputException) StatusCode() int
- func (s InvalidInputException) String() string
- type InvalidNextTokenException
- func (s *InvalidNextTokenException) Code() string
- func (s *InvalidNextTokenException) Error() string
- func (s InvalidNextTokenException) GoString() string
- func (s *InvalidNextTokenException) Message() string
- func (s *InvalidNextTokenException) OrigErr() error
- func (s *InvalidNextTokenException) RequestID() string
- func (s *InvalidNextTokenException) StatusCode() int
- func (s InvalidNextTokenException) String() string
- type LimitExceededException
- func (s *LimitExceededException) Code() string
- func (s *LimitExceededException) Error() string
- func (s LimitExceededException) GoString() string
- func (s *LimitExceededException) Message() string
- func (s *LimitExceededException) OrigErr() error
- func (s *LimitExceededException) RequestID() string
- func (s *LimitExceededException) StatusCode() int
- func (s LimitExceededException) String() string
- type ListDatasetGroupsInput
- func (s ListDatasetGroupsInput) GoString() string
- func (s *ListDatasetGroupsInput) SetMaxResults(v int64) *ListDatasetGroupsInput
- func (s *ListDatasetGroupsInput) SetNextToken(v string) *ListDatasetGroupsInput
- func (s ListDatasetGroupsInput) String() string
- func (s *ListDatasetGroupsInput) Validate() error
- type ListDatasetGroupsOutput
- type ListDatasetImportJobsInput
- func (s ListDatasetImportJobsInput) GoString() string
- func (s *ListDatasetImportJobsInput) SetFilters(v []*Filter) *ListDatasetImportJobsInput
- func (s *ListDatasetImportJobsInput) SetMaxResults(v int64) *ListDatasetImportJobsInput
- func (s *ListDatasetImportJobsInput) SetNextToken(v string) *ListDatasetImportJobsInput
- func (s ListDatasetImportJobsInput) String() string
- func (s *ListDatasetImportJobsInput) Validate() error
- type ListDatasetImportJobsOutput
- func (s ListDatasetImportJobsOutput) GoString() string
- func (s *ListDatasetImportJobsOutput) SetDatasetImportJobs(v []*DatasetImportJobSummary) *ListDatasetImportJobsOutput
- func (s *ListDatasetImportJobsOutput) SetNextToken(v string) *ListDatasetImportJobsOutput
- func (s ListDatasetImportJobsOutput) String() string
- type ListDatasetsInput
- type ListDatasetsOutput
- type ListForecastExportJobsInput
- func (s ListForecastExportJobsInput) GoString() string
- func (s *ListForecastExportJobsInput) SetFilters(v []*Filter) *ListForecastExportJobsInput
- func (s *ListForecastExportJobsInput) SetMaxResults(v int64) *ListForecastExportJobsInput
- func (s *ListForecastExportJobsInput) SetNextToken(v string) *ListForecastExportJobsInput
- func (s ListForecastExportJobsInput) String() string
- func (s *ListForecastExportJobsInput) Validate() error
- type ListForecastExportJobsOutput
- func (s ListForecastExportJobsOutput) GoString() string
- func (s *ListForecastExportJobsOutput) SetForecastExportJobs(v []*ForecastExportJobSummary) *ListForecastExportJobsOutput
- func (s *ListForecastExportJobsOutput) SetNextToken(v string) *ListForecastExportJobsOutput
- func (s ListForecastExportJobsOutput) String() string
- type ListForecastsInput
- func (s ListForecastsInput) GoString() string
- func (s *ListForecastsInput) SetFilters(v []*Filter) *ListForecastsInput
- func (s *ListForecastsInput) SetMaxResults(v int64) *ListForecastsInput
- func (s *ListForecastsInput) SetNextToken(v string) *ListForecastsInput
- func (s ListForecastsInput) String() string
- func (s *ListForecastsInput) Validate() error
- type ListForecastsOutput
- type ListPredictorBacktestExportJobsInput
- func (s ListPredictorBacktestExportJobsInput) GoString() string
- func (s *ListPredictorBacktestExportJobsInput) SetFilters(v []*Filter) *ListPredictorBacktestExportJobsInput
- func (s *ListPredictorBacktestExportJobsInput) SetMaxResults(v int64) *ListPredictorBacktestExportJobsInput
- func (s *ListPredictorBacktestExportJobsInput) SetNextToken(v string) *ListPredictorBacktestExportJobsInput
- func (s ListPredictorBacktestExportJobsInput) String() string
- func (s *ListPredictorBacktestExportJobsInput) Validate() error
- type ListPredictorBacktestExportJobsOutput
- func (s ListPredictorBacktestExportJobsOutput) GoString() string
- func (s *ListPredictorBacktestExportJobsOutput) SetNextToken(v string) *ListPredictorBacktestExportJobsOutput
- func (s *ListPredictorBacktestExportJobsOutput) SetPredictorBacktestExportJobs(v []*PredictorBacktestExportJobSummary) *ListPredictorBacktestExportJobsOutput
- func (s ListPredictorBacktestExportJobsOutput) String() string
- type ListPredictorsInput
- func (s ListPredictorsInput) GoString() string
- func (s *ListPredictorsInput) SetFilters(v []*Filter) *ListPredictorsInput
- func (s *ListPredictorsInput) SetMaxResults(v int64) *ListPredictorsInput
- func (s *ListPredictorsInput) SetNextToken(v string) *ListPredictorsInput
- func (s ListPredictorsInput) String() string
- func (s *ListPredictorsInput) Validate() error
- type ListPredictorsOutput
- type ListTagsForResourceInput
- type ListTagsForResourceOutput
- type Metrics
- type ParameterRanges
- func (s ParameterRanges) GoString() string
- func (s *ParameterRanges) SetCategoricalParameterRanges(v []*CategoricalParameterRange) *ParameterRanges
- func (s *ParameterRanges) SetContinuousParameterRanges(v []*ContinuousParameterRange) *ParameterRanges
- func (s *ParameterRanges) SetIntegerParameterRanges(v []*IntegerParameterRange) *ParameterRanges
- func (s ParameterRanges) String() string
- func (s *ParameterRanges) Validate() error
- type PredictorBacktestExportJobSummary
- func (s PredictorBacktestExportJobSummary) GoString() string
- func (s *PredictorBacktestExportJobSummary) SetCreationTime(v time.Time) *PredictorBacktestExportJobSummary
- func (s *PredictorBacktestExportJobSummary) SetDestination(v *DataDestination) *PredictorBacktestExportJobSummary
- func (s *PredictorBacktestExportJobSummary) SetLastModificationTime(v time.Time) *PredictorBacktestExportJobSummary
- func (s *PredictorBacktestExportJobSummary) SetMessage(v string) *PredictorBacktestExportJobSummary
- func (s *PredictorBacktestExportJobSummary) SetPredictorBacktestExportJobArn(v string) *PredictorBacktestExportJobSummary
- func (s *PredictorBacktestExportJobSummary) SetPredictorBacktestExportJobName(v string) *PredictorBacktestExportJobSummary
- func (s *PredictorBacktestExportJobSummary) SetStatus(v string) *PredictorBacktestExportJobSummary
- func (s PredictorBacktestExportJobSummary) String() string
- type PredictorExecution
- type PredictorExecutionDetails
- type PredictorSummary
- func (s PredictorSummary) GoString() string
- func (s *PredictorSummary) SetCreationTime(v time.Time) *PredictorSummary
- func (s *PredictorSummary) SetDatasetGroupArn(v string) *PredictorSummary
- func (s *PredictorSummary) SetLastModificationTime(v time.Time) *PredictorSummary
- func (s *PredictorSummary) SetMessage(v string) *PredictorSummary
- func (s *PredictorSummary) SetPredictorArn(v string) *PredictorSummary
- func (s *PredictorSummary) SetPredictorName(v string) *PredictorSummary
- func (s *PredictorSummary) SetStatus(v string) *PredictorSummary
- func (s PredictorSummary) String() string
- type ResourceAlreadyExistsException
- func (s *ResourceAlreadyExistsException) Code() string
- func (s *ResourceAlreadyExistsException) Error() string
- func (s ResourceAlreadyExistsException) GoString() string
- func (s *ResourceAlreadyExistsException) Message() string
- func (s *ResourceAlreadyExistsException) OrigErr() error
- func (s *ResourceAlreadyExistsException) RequestID() string
- func (s *ResourceAlreadyExistsException) StatusCode() int
- func (s ResourceAlreadyExistsException) String() string
- type ResourceInUseException
- func (s *ResourceInUseException) Code() string
- func (s *ResourceInUseException) Error() string
- func (s ResourceInUseException) GoString() string
- func (s *ResourceInUseException) Message() string
- func (s *ResourceInUseException) OrigErr() error
- func (s *ResourceInUseException) RequestID() string
- func (s *ResourceInUseException) StatusCode() int
- func (s ResourceInUseException) String() string
- type ResourceNotFoundException
- func (s *ResourceNotFoundException) Code() string
- func (s *ResourceNotFoundException) Error() string
- func (s ResourceNotFoundException) GoString() string
- func (s *ResourceNotFoundException) Message() string
- func (s *ResourceNotFoundException) OrigErr() error
- func (s *ResourceNotFoundException) RequestID() string
- func (s *ResourceNotFoundException) StatusCode() int
- func (s ResourceNotFoundException) String() string
- type S3Config
- type Schema
- type SchemaAttribute
- type Statistics
- func (s Statistics) GoString() string
- func (s *Statistics) SetAvg(v float64) *Statistics
- func (s *Statistics) SetCount(v int64) *Statistics
- func (s *Statistics) SetCountDistinct(v int64) *Statistics
- func (s *Statistics) SetCountNan(v int64) *Statistics
- func (s *Statistics) SetCountNull(v int64) *Statistics
- func (s *Statistics) SetMax(v string) *Statistics
- func (s *Statistics) SetMin(v string) *Statistics
- func (s *Statistics) SetStddev(v float64) *Statistics
- func (s Statistics) String() string
- type StopResourceInput
- type StopResourceOutput
- type SupplementaryFeature
- type Tag
- type TagResourceInput
- type TagResourceOutput
- type TestWindowSummary
- func (s TestWindowSummary) GoString() string
- func (s *TestWindowSummary) SetMessage(v string) *TestWindowSummary
- func (s *TestWindowSummary) SetStatus(v string) *TestWindowSummary
- func (s *TestWindowSummary) SetTestWindowEnd(v time.Time) *TestWindowSummary
- func (s *TestWindowSummary) SetTestWindowStart(v time.Time) *TestWindowSummary
- func (s TestWindowSummary) String() string
- type UntagResourceInput
- type UntagResourceOutput
- type UpdateDatasetGroupInput
- func (s UpdateDatasetGroupInput) GoString() string
- func (s *UpdateDatasetGroupInput) SetDatasetArns(v []*string) *UpdateDatasetGroupInput
- func (s *UpdateDatasetGroupInput) SetDatasetGroupArn(v string) *UpdateDatasetGroupInput
- func (s UpdateDatasetGroupInput) String() string
- func (s *UpdateDatasetGroupInput) Validate() error
- type UpdateDatasetGroupOutput
- type WeightedQuantileLoss
- type WindowSummary
- func (s WindowSummary) GoString() string
- func (s *WindowSummary) SetEvaluationType(v string) *WindowSummary
- func (s *WindowSummary) SetItemCount(v int64) *WindowSummary
- func (s *WindowSummary) SetMetrics(v *Metrics) *WindowSummary
- func (s *WindowSummary) SetTestWindowEnd(v time.Time) *WindowSummary
- func (s *WindowSummary) SetTestWindowStart(v time.Time) *WindowSummary
- func (s WindowSummary) String() string
Constants ¶
const ( // AttributeTypeString is a AttributeType enum value AttributeTypeString = "string" // AttributeTypeInteger is a AttributeType enum value AttributeTypeInteger = "integer" // AttributeTypeFloat is a AttributeType enum value AttributeTypeFloat = "float" // AttributeTypeTimestamp is a AttributeType enum value AttributeTypeTimestamp = "timestamp" // AttributeTypeGeolocation is a AttributeType enum value AttributeTypeGeolocation = "geolocation" )
const ( // DatasetTypeTargetTimeSeries is a DatasetType enum value DatasetTypeTargetTimeSeries = "TARGET_TIME_SERIES" // DatasetTypeRelatedTimeSeries is a DatasetType enum value DatasetTypeRelatedTimeSeries = "RELATED_TIME_SERIES" // DatasetTypeItemMetadata is a DatasetType enum value DatasetTypeItemMetadata = "ITEM_METADATA" )
const ( // DomainRetail is a Domain enum value DomainRetail = "RETAIL" // DomainCustom is a Domain enum value DomainCustom = "CUSTOM" // DomainInventoryPlanning is a Domain enum value DomainInventoryPlanning = "INVENTORY_PLANNING" // DomainEc2Capacity is a Domain enum value DomainEc2Capacity = "EC2_CAPACITY" // DomainWorkForce is a Domain enum value DomainWorkForce = "WORK_FORCE" // DomainWebTraffic is a Domain enum value DomainWebTraffic = "WEB_TRAFFIC" // DomainMetrics is a Domain enum value DomainMetrics = "METRICS" )
const ( // EvaluationTypeSummary is a EvaluationType enum value EvaluationTypeSummary = "SUMMARY" // EvaluationTypeComputed is a EvaluationType enum value EvaluationTypeComputed = "COMPUTED" )
const ( // FilterConditionStringIs is a FilterConditionString enum value FilterConditionStringIs = "IS" // FilterConditionStringIsNot is a FilterConditionString enum value FilterConditionStringIsNot = "IS_NOT" )
const ( // ScalingTypeAuto is a ScalingType enum value ScalingTypeAuto = "Auto" // ScalingTypeLinear is a ScalingType enum value ScalingTypeLinear = "Linear" // ScalingTypeLogarithmic is a ScalingType enum value ScalingTypeLogarithmic = "Logarithmic" // ScalingTypeReverseLogarithmic is a ScalingType enum value ScalingTypeReverseLogarithmic = "ReverseLogarithmic" )
const ( // ErrCodeInvalidInputException for service response error code // "InvalidInputException". // // We can't process the request because it includes an invalid value or a value // that exceeds the valid range. ErrCodeInvalidInputException = "InvalidInputException" // ErrCodeInvalidNextTokenException for service response error code // "InvalidNextTokenException". // // The token is not valid. Tokens expire after 24 hours. ErrCodeInvalidNextTokenException = "InvalidNextTokenException" // ErrCodeLimitExceededException for service response error code // "LimitExceededException". // // The limit on the number of resources per account has been exceeded. ErrCodeLimitExceededException = "LimitExceededException" // ErrCodeResourceAlreadyExistsException for service response error code // "ResourceAlreadyExistsException". // // There is already a resource with this name. Try again with a different name. ErrCodeResourceAlreadyExistsException = "ResourceAlreadyExistsException" // ErrCodeResourceInUseException for service response error code // "ResourceInUseException". // // The specified resource is in use. ErrCodeResourceInUseException = "ResourceInUseException" // ErrCodeResourceNotFoundException for service response error code // "ResourceNotFoundException". // // We can't find a resource with that Amazon Resource Name (ARN). Check the // ARN and try again. ErrCodeResourceNotFoundException = "ResourceNotFoundException" )
const ( ServiceName = "forecast" // Name of service. EndpointsID = ServiceName // ID to lookup a service endpoint with. ServiceID = "forecast" // ServiceID is a unique identifier of a specific service. )
Service information constants
const (
// FeaturizationMethodNameFilling is a FeaturizationMethodName enum value
FeaturizationMethodNameFilling = "filling"
)
Variables ¶
This section is empty.
Functions ¶
func AttributeType_Values ¶
func AttributeType_Values() []string
AttributeType_Values returns all elements of the AttributeType enum
func DatasetType_Values ¶
func DatasetType_Values() []string
DatasetType_Values returns all elements of the DatasetType enum
func Domain_Values ¶
func Domain_Values() []string
Domain_Values returns all elements of the Domain enum
func EvaluationType_Values ¶
func EvaluationType_Values() []string
EvaluationType_Values returns all elements of the EvaluationType enum
func FeaturizationMethodName_Values ¶
func FeaturizationMethodName_Values() []string
FeaturizationMethodName_Values returns all elements of the FeaturizationMethodName enum
func FilterConditionString_Values ¶
func FilterConditionString_Values() []string
FilterConditionString_Values returns all elements of the FilterConditionString enum
func ScalingType_Values ¶
func ScalingType_Values() []string
ScalingType_Values returns all elements of the ScalingType enum
Types ¶
type CategoricalParameterRange ¶
type CategoricalParameterRange struct { // The name of the categorical hyperparameter to tune. // // Name is a required field Name *string `min:"1" type:"string" required:"true"` // A list of the tunable categories for the hyperparameter. // // Values is a required field Values []*string `min:"1" type:"list" required:"true"` // contains filtered or unexported fields }
Specifies a categorical hyperparameter and it's range of tunable values. This object is part of the ParameterRanges object.
func (CategoricalParameterRange) GoString ¶
func (s CategoricalParameterRange) GoString() string
GoString returns the string representation
func (*CategoricalParameterRange) SetName ¶
func (s *CategoricalParameterRange) SetName(v string) *CategoricalParameterRange
SetName sets the Name field's value.
func (*CategoricalParameterRange) SetValues ¶
func (s *CategoricalParameterRange) SetValues(v []*string) *CategoricalParameterRange
SetValues sets the Values field's value.
func (CategoricalParameterRange) String ¶
func (s CategoricalParameterRange) String() string
String returns the string representation
func (*CategoricalParameterRange) Validate ¶
func (s *CategoricalParameterRange) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type ContinuousParameterRange ¶
type ContinuousParameterRange struct { // The maximum tunable value of the hyperparameter. // // MaxValue is a required field MaxValue *float64 `type:"double" required:"true"` // The minimum tunable value of the hyperparameter. // // MinValue is a required field MinValue *float64 `type:"double" required:"true"` // The name of the hyperparameter to tune. // // Name is a required field Name *string `min:"1" type:"string" required:"true"` // The scale that hyperparameter tuning uses to search the hyperparameter range. // Valid values: // // Auto // // Amazon Forecast hyperparameter tuning chooses the best scale for the hyperparameter. // // Linear // // Hyperparameter tuning searches the values in the hyperparameter range by // using a linear scale. // // Logarithmic // // Hyperparameter tuning searches the values in the hyperparameter range by // using a logarithmic scale. // // Logarithmic scaling works only for ranges that have values greater than 0. // // ReverseLogarithmic // // hyperparameter tuning searches the values in the hyperparameter range by // using a reverse logarithmic scale. // // Reverse logarithmic scaling works only for ranges that are entirely within // the range 0 <= x < 1.0. // // For information about choosing a hyperparameter scale, see Hyperparameter // Scaling (http://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type). // One of the following values: ScalingType *string `type:"string" enum:"ScalingType"` // contains filtered or unexported fields }
Specifies a continuous hyperparameter and it's range of tunable values. This object is part of the ParameterRanges object.
func (ContinuousParameterRange) GoString ¶
func (s ContinuousParameterRange) GoString() string
GoString returns the string representation
func (*ContinuousParameterRange) SetMaxValue ¶
func (s *ContinuousParameterRange) SetMaxValue(v float64) *ContinuousParameterRange
SetMaxValue sets the MaxValue field's value.
func (*ContinuousParameterRange) SetMinValue ¶
func (s *ContinuousParameterRange) SetMinValue(v float64) *ContinuousParameterRange
SetMinValue sets the MinValue field's value.
func (*ContinuousParameterRange) SetName ¶
func (s *ContinuousParameterRange) SetName(v string) *ContinuousParameterRange
SetName sets the Name field's value.
func (*ContinuousParameterRange) SetScalingType ¶
func (s *ContinuousParameterRange) SetScalingType(v string) *ContinuousParameterRange
SetScalingType sets the ScalingType field's value.
func (ContinuousParameterRange) String ¶
func (s ContinuousParameterRange) String() string
String returns the string representation
func (*ContinuousParameterRange) Validate ¶
func (s *ContinuousParameterRange) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type CreateDatasetGroupInput ¶
type CreateDatasetGroupInput struct { // An array of Amazon Resource Names (ARNs) of the datasets that you want to // include in the dataset group. DatasetArns []*string `type:"list"` // A name for the dataset group. // // DatasetGroupName is a required field DatasetGroupName *string `min:"1" type:"string" required:"true"` // The domain associated with the dataset group. When you add a dataset to a // dataset group, this value and the value specified for the Domain parameter // of the CreateDataset operation must match. // // The Domain and DatasetType that you choose determine the fields that must // be present in training data that you import to a dataset. For example, if // you choose the RETAIL domain and TARGET_TIME_SERIES as the DatasetType, Amazon // Forecast requires that item_id, timestamp, and demand fields are present // in your data. For more information, see howitworks-datasets-groups. // // Domain is a required field Domain *string `type:"string" required:"true" enum:"Domain"` // The optional metadata that you apply to the dataset group to help you categorize // and organize them. Each tag consists of a key and an optional value, both // of which you define. // // The following basic restrictions apply to tags: // // * Maximum number of tags per resource - 50. // // * For each resource, each tag key must be unique, and each tag key can // have only one value. // // * Maximum key length - 128 Unicode characters in UTF-8. // // * Maximum value length - 256 Unicode characters in UTF-8. // // * If your tagging schema is used across multiple services and resources, // remember that other services may have restrictions on allowed characters. // Generally allowed characters are: letters, numbers, and spaces representable // in UTF-8, and the following characters: + - = . _ : / @. // // * Tag keys and values are case sensitive. // // * Do not use aws:, AWS:, or any upper or lowercase combination of such // as a prefix for keys as it is reserved for AWS use. You cannot edit or // delete tag keys with this prefix. Values can have this prefix. If a tag // value has aws as its prefix but the key does not, then Forecast considers // it to be a user tag and will count against the limit of 50 tags. Tags // with only the key prefix of aws do not count against your tags per resource // limit. Tags []*Tag `type:"list"` // contains filtered or unexported fields }
func (CreateDatasetGroupInput) GoString ¶
func (s CreateDatasetGroupInput) GoString() string
GoString returns the string representation
func (*CreateDatasetGroupInput) SetDatasetArns ¶
func (s *CreateDatasetGroupInput) SetDatasetArns(v []*string) *CreateDatasetGroupInput
SetDatasetArns sets the DatasetArns field's value.
func (*CreateDatasetGroupInput) SetDatasetGroupName ¶
func (s *CreateDatasetGroupInput) SetDatasetGroupName(v string) *CreateDatasetGroupInput
SetDatasetGroupName sets the DatasetGroupName field's value.
func (*CreateDatasetGroupInput) SetDomain ¶
func (s *CreateDatasetGroupInput) SetDomain(v string) *CreateDatasetGroupInput
SetDomain sets the Domain field's value.
func (*CreateDatasetGroupInput) SetTags ¶
func (s *CreateDatasetGroupInput) SetTags(v []*Tag) *CreateDatasetGroupInput
SetTags sets the Tags field's value.
func (CreateDatasetGroupInput) String ¶
func (s CreateDatasetGroupInput) String() string
String returns the string representation
func (*CreateDatasetGroupInput) Validate ¶
func (s *CreateDatasetGroupInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type CreateDatasetGroupOutput ¶
type CreateDatasetGroupOutput struct { // The Amazon Resource Name (ARN) of the dataset group. DatasetGroupArn *string `type:"string"` // contains filtered or unexported fields }
func (CreateDatasetGroupOutput) GoString ¶
func (s CreateDatasetGroupOutput) GoString() string
GoString returns the string representation
func (*CreateDatasetGroupOutput) SetDatasetGroupArn ¶
func (s *CreateDatasetGroupOutput) SetDatasetGroupArn(v string) *CreateDatasetGroupOutput
SetDatasetGroupArn sets the DatasetGroupArn field's value.
func (CreateDatasetGroupOutput) String ¶
func (s CreateDatasetGroupOutput) String() string
String returns the string representation
type CreateDatasetImportJobInput ¶
type CreateDatasetImportJobInput struct { // The location of the training data to import and an AWS Identity and Access // Management (IAM) role that Amazon Forecast can assume to access the data. // The training data must be stored in an Amazon S3 bucket. // // If encryption is used, DataSource must include an AWS Key Management Service // (KMS) key and the IAM role must allow Amazon Forecast permission to access // the key. The KMS key and IAM role must match those specified in the EncryptionConfig // parameter of the CreateDataset operation. // // DataSource is a required field DataSource *DataSource `type:"structure" required:"true"` // The Amazon Resource Name (ARN) of the Amazon Forecast dataset that you want // to import data to. // // DatasetArn is a required field DatasetArn *string `type:"string" required:"true"` // The name for the dataset import job. We recommend including the current timestamp // in the name, for example, 20190721DatasetImport. This can help you avoid // getting a ResourceAlreadyExistsException exception. // // DatasetImportJobName is a required field DatasetImportJobName *string `min:"1" type:"string" required:"true"` // The format of the geolocation attribute. The geolocation attribute can be // formatted in one of two ways: // // * LAT_LONG - the latitude and longitude in decimal format (Example: 47.61_-122.33). // // * CC_POSTALCODE (US Only) - the country code (US), followed by the 5-digit // ZIP code (Example: US_98121). GeolocationFormat *string `type:"string"` // The optional metadata that you apply to the dataset import job to help you // categorize and organize them. Each tag consists of a key and an optional // value, both of which you define. // // The following basic restrictions apply to tags: // // * Maximum number of tags per resource - 50. // // * For each resource, each tag key must be unique, and each tag key can // have only one value. // // * Maximum key length - 128 Unicode characters in UTF-8. // // * Maximum value length - 256 Unicode characters in UTF-8. // // * If your tagging schema is used across multiple services and resources, // remember that other services may have restrictions on allowed characters. // Generally allowed characters are: letters, numbers, and spaces representable // in UTF-8, and the following characters: + - = . _ : / @. // // * Tag keys and values are case sensitive. // // * Do not use aws:, AWS:, or any upper or lowercase combination of such // as a prefix for keys as it is reserved for AWS use. You cannot edit or // delete tag keys with this prefix. Values can have this prefix. If a tag // value has aws as its prefix but the key does not, then Forecast considers // it to be a user tag and will count against the limit of 50 tags. Tags // with only the key prefix of aws do not count against your tags per resource // limit. Tags []*Tag `type:"list"` // A single time zone for every item in your dataset. This option is ideal for // datasets with all timestamps within a single time zone, or if all timestamps // are normalized to a single time zone. // // Refer to the Joda-Time API (http://joda-time.sourceforge.net/timezones.html) // for a complete list of valid time zone names. TimeZone *string `type:"string"` // The format of timestamps in the dataset. The format that you specify depends // on the DataFrequency specified when the dataset was created. The following // formats are supported // // * "yyyy-MM-dd" For the following data frequencies: Y, M, W, and D // // * "yyyy-MM-dd HH:mm:ss" For the following data frequencies: H, 30min, // 15min, and 1min; and optionally, for: Y, M, W, and D // // If the format isn't specified, Amazon Forecast expects the format to be "yyyy-MM-dd // HH:mm:ss". TimestampFormat *string `type:"string"` // Automatically derive time zone information from the geolocation attribute. // This option is ideal for datasets that contain timestamps in multiple time // zones and those timestamps are expressed in local time. UseGeolocationForTimeZone *bool `type:"boolean"` // contains filtered or unexported fields }
func (CreateDatasetImportJobInput) GoString ¶
func (s CreateDatasetImportJobInput) GoString() string
GoString returns the string representation
func (*CreateDatasetImportJobInput) SetDataSource ¶
func (s *CreateDatasetImportJobInput) SetDataSource(v *DataSource) *CreateDatasetImportJobInput
SetDataSource sets the DataSource field's value.
func (*CreateDatasetImportJobInput) SetDatasetArn ¶
func (s *CreateDatasetImportJobInput) SetDatasetArn(v string) *CreateDatasetImportJobInput
SetDatasetArn sets the DatasetArn field's value.
func (*CreateDatasetImportJobInput) SetDatasetImportJobName ¶
func (s *CreateDatasetImportJobInput) SetDatasetImportJobName(v string) *CreateDatasetImportJobInput
SetDatasetImportJobName sets the DatasetImportJobName field's value.
func (*CreateDatasetImportJobInput) SetGeolocationFormat ¶
func (s *CreateDatasetImportJobInput) SetGeolocationFormat(v string) *CreateDatasetImportJobInput
SetGeolocationFormat sets the GeolocationFormat field's value.
func (*CreateDatasetImportJobInput) SetTags ¶
func (s *CreateDatasetImportJobInput) SetTags(v []*Tag) *CreateDatasetImportJobInput
SetTags sets the Tags field's value.
func (*CreateDatasetImportJobInput) SetTimeZone ¶
func (s *CreateDatasetImportJobInput) SetTimeZone(v string) *CreateDatasetImportJobInput
SetTimeZone sets the TimeZone field's value.
func (*CreateDatasetImportJobInput) SetTimestampFormat ¶
func (s *CreateDatasetImportJobInput) SetTimestampFormat(v string) *CreateDatasetImportJobInput
SetTimestampFormat sets the TimestampFormat field's value.
func (*CreateDatasetImportJobInput) SetUseGeolocationForTimeZone ¶
func (s *CreateDatasetImportJobInput) SetUseGeolocationForTimeZone(v bool) *CreateDatasetImportJobInput
SetUseGeolocationForTimeZone sets the UseGeolocationForTimeZone field's value.
func (CreateDatasetImportJobInput) String ¶
func (s CreateDatasetImportJobInput) String() string
String returns the string representation
func (*CreateDatasetImportJobInput) Validate ¶
func (s *CreateDatasetImportJobInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type CreateDatasetImportJobOutput ¶
type CreateDatasetImportJobOutput struct { // The Amazon Resource Name (ARN) of the dataset import job. DatasetImportJobArn *string `type:"string"` // contains filtered or unexported fields }
func (CreateDatasetImportJobOutput) GoString ¶
func (s CreateDatasetImportJobOutput) GoString() string
GoString returns the string representation
func (*CreateDatasetImportJobOutput) SetDatasetImportJobArn ¶
func (s *CreateDatasetImportJobOutput) SetDatasetImportJobArn(v string) *CreateDatasetImportJobOutput
SetDatasetImportJobArn sets the DatasetImportJobArn field's value.
func (CreateDatasetImportJobOutput) String ¶
func (s CreateDatasetImportJobOutput) String() string
String returns the string representation
type CreateDatasetInput ¶
type CreateDatasetInput struct { // The frequency of data collection. This parameter is required for RELATED_TIME_SERIES // datasets. // // Valid intervals are Y (Year), M (Month), W (Week), D (Day), H (Hour), 30min // (30 minutes), 15min (15 minutes), 10min (10 minutes), 5min (5 minutes), and // 1min (1 minute). For example, "D" indicates every day and "15min" indicates // every 15 minutes. DataFrequency *string `type:"string"` // A name for the dataset. // // DatasetName is a required field DatasetName *string `min:"1" type:"string" required:"true"` // The dataset type. Valid values depend on the chosen Domain. // // DatasetType is a required field DatasetType *string `type:"string" required:"true" enum:"DatasetType"` // The domain associated with the dataset. When you add a dataset to a dataset // group, this value and the value specified for the Domain parameter of the // CreateDatasetGroup operation must match. // // The Domain and DatasetType that you choose determine the fields that must // be present in the training data that you import to the dataset. For example, // if you choose the RETAIL domain and TARGET_TIME_SERIES as the DatasetType, // Amazon Forecast requires item_id, timestamp, and demand fields to be present // in your data. For more information, see howitworks-datasets-groups. // // Domain is a required field Domain *string `type:"string" required:"true" enum:"Domain"` // An AWS Key Management Service (KMS) key and the AWS Identity and Access Management // (IAM) role that Amazon Forecast can assume to access the key. EncryptionConfig *EncryptionConfig `type:"structure"` // The schema for the dataset. The schema attributes and their order must match // the fields in your data. The dataset Domain and DatasetType that you choose // determine the minimum required fields in your training data. For information // about the required fields for a specific dataset domain and type, see howitworks-domains-ds-types. // // Schema is a required field Schema *Schema `type:"structure" required:"true"` // The optional metadata that you apply to the dataset to help you categorize // and organize them. Each tag consists of a key and an optional value, both // of which you define. // // The following basic restrictions apply to tags: // // * Maximum number of tags per resource - 50. // // * For each resource, each tag key must be unique, and each tag key can // have only one value. // // * Maximum key length - 128 Unicode characters in UTF-8. // // * Maximum value length - 256 Unicode characters in UTF-8. // // * If your tagging schema is used across multiple services and resources, // remember that other services may have restrictions on allowed characters. // Generally allowed characters are: letters, numbers, and spaces representable // in UTF-8, and the following characters: + - = . _ : / @. // // * Tag keys and values are case sensitive. // // * Do not use aws:, AWS:, or any upper or lowercase combination of such // as a prefix for keys as it is reserved for AWS use. You cannot edit or // delete tag keys with this prefix. Values can have this prefix. If a tag // value has aws as its prefix but the key does not, then Forecast considers // it to be a user tag and will count against the limit of 50 tags. Tags // with only the key prefix of aws do not count against your tags per resource // limit. Tags []*Tag `type:"list"` // contains filtered or unexported fields }
func (CreateDatasetInput) GoString ¶
func (s CreateDatasetInput) GoString() string
GoString returns the string representation
func (*CreateDatasetInput) SetDataFrequency ¶
func (s *CreateDatasetInput) SetDataFrequency(v string) *CreateDatasetInput
SetDataFrequency sets the DataFrequency field's value.
func (*CreateDatasetInput) SetDatasetName ¶
func (s *CreateDatasetInput) SetDatasetName(v string) *CreateDatasetInput
SetDatasetName sets the DatasetName field's value.
func (*CreateDatasetInput) SetDatasetType ¶
func (s *CreateDatasetInput) SetDatasetType(v string) *CreateDatasetInput
SetDatasetType sets the DatasetType field's value.
func (*CreateDatasetInput) SetDomain ¶
func (s *CreateDatasetInput) SetDomain(v string) *CreateDatasetInput
SetDomain sets the Domain field's value.
func (*CreateDatasetInput) SetEncryptionConfig ¶
func (s *CreateDatasetInput) SetEncryptionConfig(v *EncryptionConfig) *CreateDatasetInput
SetEncryptionConfig sets the EncryptionConfig field's value.
func (*CreateDatasetInput) SetSchema ¶
func (s *CreateDatasetInput) SetSchema(v *Schema) *CreateDatasetInput
SetSchema sets the Schema field's value.
func (*CreateDatasetInput) SetTags ¶
func (s *CreateDatasetInput) SetTags(v []*Tag) *CreateDatasetInput
SetTags sets the Tags field's value.
func (CreateDatasetInput) String ¶
func (s CreateDatasetInput) String() string
String returns the string representation
func (*CreateDatasetInput) Validate ¶
func (s *CreateDatasetInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type CreateDatasetOutput ¶
type CreateDatasetOutput struct { // The Amazon Resource Name (ARN) of the dataset. DatasetArn *string `type:"string"` // contains filtered or unexported fields }
func (CreateDatasetOutput) GoString ¶
func (s CreateDatasetOutput) GoString() string
GoString returns the string representation
func (*CreateDatasetOutput) SetDatasetArn ¶
func (s *CreateDatasetOutput) SetDatasetArn(v string) *CreateDatasetOutput
SetDatasetArn sets the DatasetArn field's value.
func (CreateDatasetOutput) String ¶
func (s CreateDatasetOutput) String() string
String returns the string representation
type CreateForecastExportJobInput ¶
type CreateForecastExportJobInput struct { // The location where you want to save the forecast and an AWS Identity and // Access Management (IAM) role that Amazon Forecast can assume to access the // location. The forecast must be exported to an Amazon S3 bucket. // // If encryption is used, Destination must include an AWS Key Management Service // (KMS) key. The IAM role must allow Amazon Forecast permission to access the // key. // // Destination is a required field Destination *DataDestination `type:"structure" required:"true"` // The Amazon Resource Name (ARN) of the forecast that you want to export. // // ForecastArn is a required field ForecastArn *string `type:"string" required:"true"` // The name for the forecast export job. // // ForecastExportJobName is a required field ForecastExportJobName *string `min:"1" type:"string" required:"true"` // The optional metadata that you apply to the forecast export job to help you // categorize and organize them. Each tag consists of a key and an optional // value, both of which you define. // // The following basic restrictions apply to tags: // // * Maximum number of tags per resource - 50. // // * For each resource, each tag key must be unique, and each tag key can // have only one value. // // * Maximum key length - 128 Unicode characters in UTF-8. // // * Maximum value length - 256 Unicode characters in UTF-8. // // * If your tagging schema is used across multiple services and resources, // remember that other services may have restrictions on allowed characters. // Generally allowed characters are: letters, numbers, and spaces representable // in UTF-8, and the following characters: + - = . _ : / @. // // * Tag keys and values are case sensitive. // // * Do not use aws:, AWS:, or any upper or lowercase combination of such // as a prefix for keys as it is reserved for AWS use. You cannot edit or // delete tag keys with this prefix. Values can have this prefix. If a tag // value has aws as its prefix but the key does not, then Forecast considers // it to be a user tag and will count against the limit of 50 tags. Tags // with only the key prefix of aws do not count against your tags per resource // limit. Tags []*Tag `type:"list"` // contains filtered or unexported fields }
func (CreateForecastExportJobInput) GoString ¶
func (s CreateForecastExportJobInput) GoString() string
GoString returns the string representation
func (*CreateForecastExportJobInput) SetDestination ¶
func (s *CreateForecastExportJobInput) SetDestination(v *DataDestination) *CreateForecastExportJobInput
SetDestination sets the Destination field's value.
func (*CreateForecastExportJobInput) SetForecastArn ¶
func (s *CreateForecastExportJobInput) SetForecastArn(v string) *CreateForecastExportJobInput
SetForecastArn sets the ForecastArn field's value.
func (*CreateForecastExportJobInput) SetForecastExportJobName ¶
func (s *CreateForecastExportJobInput) SetForecastExportJobName(v string) *CreateForecastExportJobInput
SetForecastExportJobName sets the ForecastExportJobName field's value.
func (*CreateForecastExportJobInput) SetTags ¶
func (s *CreateForecastExportJobInput) SetTags(v []*Tag) *CreateForecastExportJobInput
SetTags sets the Tags field's value.
func (CreateForecastExportJobInput) String ¶
func (s CreateForecastExportJobInput) String() string
String returns the string representation
func (*CreateForecastExportJobInput) Validate ¶
func (s *CreateForecastExportJobInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type CreateForecastExportJobOutput ¶
type CreateForecastExportJobOutput struct { // The Amazon Resource Name (ARN) of the export job. ForecastExportJobArn *string `type:"string"` // contains filtered or unexported fields }
func (CreateForecastExportJobOutput) GoString ¶
func (s CreateForecastExportJobOutput) GoString() string
GoString returns the string representation
func (*CreateForecastExportJobOutput) SetForecastExportJobArn ¶
func (s *CreateForecastExportJobOutput) SetForecastExportJobArn(v string) *CreateForecastExportJobOutput
SetForecastExportJobArn sets the ForecastExportJobArn field's value.
func (CreateForecastExportJobOutput) String ¶
func (s CreateForecastExportJobOutput) String() string
String returns the string representation
type CreateForecastInput ¶
type CreateForecastInput struct { // A name for the forecast. // // ForecastName is a required field ForecastName *string `min:"1" type:"string" required:"true"` // The quantiles at which probabilistic forecasts are generated. You can currently // specify up to 5 quantiles per forecast. Accepted values include 0.01 to 0.99 // (increments of .01 only) and mean. The mean forecast is different from the // median (0.50) when the distribution is not symmetric (for example, Beta and // Negative Binomial). The default value is ["0.1", "0.5", "0.9"]. ForecastTypes []*string `min:"1" type:"list"` // The Amazon Resource Name (ARN) of the predictor to use to generate the forecast. // // PredictorArn is a required field PredictorArn *string `type:"string" required:"true"` // The optional metadata that you apply to the forecast to help you categorize // and organize them. Each tag consists of a key and an optional value, both // of which you define. // // The following basic restrictions apply to tags: // // * Maximum number of tags per resource - 50. // // * For each resource, each tag key must be unique, and each tag key can // have only one value. // // * Maximum key length - 128 Unicode characters in UTF-8. // // * Maximum value length - 256 Unicode characters in UTF-8. // // * If your tagging schema is used across multiple services and resources, // remember that other services may have restrictions on allowed characters. // Generally allowed characters are: letters, numbers, and spaces representable // in UTF-8, and the following characters: + - = . _ : / @. // // * Tag keys and values are case sensitive. // // * Do not use aws:, AWS:, or any upper or lowercase combination of such // as a prefix for keys as it is reserved for AWS use. You cannot edit or // delete tag keys with this prefix. Values can have this prefix. If a tag // value has aws as its prefix but the key does not, then Forecast considers // it to be a user tag and will count against the limit of 50 tags. Tags // with only the key prefix of aws do not count against your tags per resource // limit. Tags []*Tag `type:"list"` // contains filtered or unexported fields }
func (CreateForecastInput) GoString ¶
func (s CreateForecastInput) GoString() string
GoString returns the string representation
func (*CreateForecastInput) SetForecastName ¶
func (s *CreateForecastInput) SetForecastName(v string) *CreateForecastInput
SetForecastName sets the ForecastName field's value.
func (*CreateForecastInput) SetForecastTypes ¶
func (s *CreateForecastInput) SetForecastTypes(v []*string) *CreateForecastInput
SetForecastTypes sets the ForecastTypes field's value.
func (*CreateForecastInput) SetPredictorArn ¶
func (s *CreateForecastInput) SetPredictorArn(v string) *CreateForecastInput
SetPredictorArn sets the PredictorArn field's value.
func (*CreateForecastInput) SetTags ¶
func (s *CreateForecastInput) SetTags(v []*Tag) *CreateForecastInput
SetTags sets the Tags field's value.
func (CreateForecastInput) String ¶
func (s CreateForecastInput) String() string
String returns the string representation
func (*CreateForecastInput) Validate ¶
func (s *CreateForecastInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type CreateForecastOutput ¶
type CreateForecastOutput struct { // The Amazon Resource Name (ARN) of the forecast. ForecastArn *string `type:"string"` // contains filtered or unexported fields }
func (CreateForecastOutput) GoString ¶
func (s CreateForecastOutput) GoString() string
GoString returns the string representation
func (*CreateForecastOutput) SetForecastArn ¶
func (s *CreateForecastOutput) SetForecastArn(v string) *CreateForecastOutput
SetForecastArn sets the ForecastArn field's value.
func (CreateForecastOutput) String ¶
func (s CreateForecastOutput) String() string
String returns the string representation
type CreatePredictorBacktestExportJobInput ¶
type CreatePredictorBacktestExportJobInput struct { // The destination for an export job. Provide an S3 path, an AWS Identity and // Access Management (IAM) role that allows Amazon Forecast to access the location, // and an AWS Key Management Service (KMS) key (optional). // // Destination is a required field Destination *DataDestination `type:"structure" required:"true"` // The Amazon Resource Name (ARN) of the predictor that you want to export. // // PredictorArn is a required field PredictorArn *string `type:"string" required:"true"` // The name for the backtest export job. // // PredictorBacktestExportJobName is a required field PredictorBacktestExportJobName *string `min:"1" type:"string" required:"true"` // Optional metadata to help you categorize and organize your backtests. Each // tag consists of a key and an optional value, both of which you define. Tag // keys and values are case sensitive. // // The following restrictions apply to tags: // // * For each resource, each tag key must be unique and each tag key must // have one value. // // * Maximum number of tags per resource: 50. // // * Maximum key length: 128 Unicode characters in UTF-8. // // * Maximum value length: 256 Unicode characters in UTF-8. // // * Accepted characters: all letters and numbers, spaces representable in // UTF-8, and + - = . _ : / @. If your tagging schema is used across other // services and resources, the character restrictions of those services also // apply. // // * Key prefixes cannot include any upper or lowercase combination of aws: // or AWS:. Values can have this prefix. If a tag value has aws as its prefix // but the key does not, Forecast considers it to be a user tag and will // count against the limit of 50 tags. Tags with only the key prefix of aws // do not count against your tags per resource limit. You cannot edit or // delete tag keys with this prefix. Tags []*Tag `type:"list"` // contains filtered or unexported fields }
func (CreatePredictorBacktestExportJobInput) GoString ¶
func (s CreatePredictorBacktestExportJobInput) GoString() string
GoString returns the string representation
func (*CreatePredictorBacktestExportJobInput) SetDestination ¶
func (s *CreatePredictorBacktestExportJobInput) SetDestination(v *DataDestination) *CreatePredictorBacktestExportJobInput
SetDestination sets the Destination field's value.
func (*CreatePredictorBacktestExportJobInput) SetPredictorArn ¶
func (s *CreatePredictorBacktestExportJobInput) SetPredictorArn(v string) *CreatePredictorBacktestExportJobInput
SetPredictorArn sets the PredictorArn field's value.
func (*CreatePredictorBacktestExportJobInput) SetPredictorBacktestExportJobName ¶
func (s *CreatePredictorBacktestExportJobInput) SetPredictorBacktestExportJobName(v string) *CreatePredictorBacktestExportJobInput
SetPredictorBacktestExportJobName sets the PredictorBacktestExportJobName field's value.
func (*CreatePredictorBacktestExportJobInput) SetTags ¶
func (s *CreatePredictorBacktestExportJobInput) SetTags(v []*Tag) *CreatePredictorBacktestExportJobInput
SetTags sets the Tags field's value.
func (CreatePredictorBacktestExportJobInput) String ¶
func (s CreatePredictorBacktestExportJobInput) String() string
String returns the string representation
func (*CreatePredictorBacktestExportJobInput) Validate ¶
func (s *CreatePredictorBacktestExportJobInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type CreatePredictorBacktestExportJobOutput ¶
type CreatePredictorBacktestExportJobOutput struct { // The Amazon Resource Name (ARN) of the predictor backtest export job that // you want to export. PredictorBacktestExportJobArn *string `type:"string"` // contains filtered or unexported fields }
func (CreatePredictorBacktestExportJobOutput) GoString ¶
func (s CreatePredictorBacktestExportJobOutput) GoString() string
GoString returns the string representation
func (*CreatePredictorBacktestExportJobOutput) SetPredictorBacktestExportJobArn ¶
func (s *CreatePredictorBacktestExportJobOutput) SetPredictorBacktestExportJobArn(v string) *CreatePredictorBacktestExportJobOutput
SetPredictorBacktestExportJobArn sets the PredictorBacktestExportJobArn field's value.
func (CreatePredictorBacktestExportJobOutput) String ¶
func (s CreatePredictorBacktestExportJobOutput) String() string
String returns the string representation
type CreatePredictorInput ¶
type CreatePredictorInput struct { // The Amazon Resource Name (ARN) of the algorithm to use for model training. // Required if PerformAutoML is not set to true. // // Supported algorithms: // // * arn:aws:forecast:::algorithm/ARIMA // // * arn:aws:forecast:::algorithm/CNN-QR // // * arn:aws:forecast:::algorithm/Deep_AR_Plus // // * arn:aws:forecast:::algorithm/ETS // // * arn:aws:forecast:::algorithm/NPTS // // * arn:aws:forecast:::algorithm/Prophet AlgorithmArn *string `type:"string"` // An AWS Key Management Service (KMS) key and the AWS Identity and Access Management // (IAM) role that Amazon Forecast can assume to access the key. EncryptionConfig *EncryptionConfig `type:"structure"` // Used to override the default evaluation parameters of the specified algorithm. // Amazon Forecast evaluates a predictor by splitting a dataset into training // data and testing data. The evaluation parameters define how to perform the // split and the number of iterations. EvaluationParameters *EvaluationParameters `type:"structure"` // The featurization configuration. // // FeaturizationConfig is a required field FeaturizationConfig *FeaturizationConfig `type:"structure" required:"true"` // Specifies the number of time-steps that the model is trained to predict. // The forecast horizon is also called the prediction length. // // For example, if you configure a dataset for daily data collection (using // the DataFrequency parameter of the CreateDataset operation) and set the forecast // horizon to 10, the model returns predictions for 10 days. // // The maximum forecast horizon is the lesser of 500 time-steps or 1/3 of the // TARGET_TIME_SERIES dataset length. // // ForecastHorizon is a required field ForecastHorizon *int64 `type:"integer" required:"true"` // Specifies the forecast types used to train a predictor. You can specify up // to five forecast types. Forecast types can be quantiles from 0.01 to 0.99, // by increments of 0.01 or higher. You can also specify the mean forecast with // mean. // // The default value is ["0.10", "0.50", "0.9"]. ForecastTypes []*string `min:"1" type:"list"` // Provides hyperparameter override values for the algorithm. If you don't provide // this parameter, Amazon Forecast uses default values. The individual algorithms // specify which hyperparameters support hyperparameter optimization (HPO). // For more information, see aws-forecast-choosing-recipes. // // If you included the HPOConfig object, you must set PerformHPO to true. HPOConfig *HyperParameterTuningJobConfig `type:"structure"` // Describes the dataset group that contains the data to use to train the predictor. // // InputDataConfig is a required field InputDataConfig *InputDataConfig `type:"structure" required:"true"` // Whether to perform AutoML. When Amazon Forecast performs AutoML, it evaluates // the algorithms it provides and chooses the best algorithm and configuration // for your training dataset. // // The default value is false. In this case, you are required to specify an // algorithm. // // Set PerformAutoML to true to have Amazon Forecast perform AutoML. This is // a good option if you aren't sure which algorithm is suitable for your training // data. In this case, PerformHPO must be false. PerformAutoML *bool `type:"boolean"` // Whether to perform hyperparameter optimization (HPO). HPO finds optimal hyperparameter // values for your training data. The process of performing HPO is known as // running a hyperparameter tuning job. // // The default value is false. In this case, Amazon Forecast uses default hyperparameter // values from the chosen algorithm. // // To override the default values, set PerformHPO to true and, optionally, supply // the HyperParameterTuningJobConfig object. The tuning job specifies a metric // to optimize, which hyperparameters participate in tuning, and the valid range // for each tunable hyperparameter. In this case, you are required to specify // an algorithm and PerformAutoML must be false. // // The following algorithms support HPO: // // * DeepAR+ // // * CNN-QR PerformHPO *bool `type:"boolean"` // A name for the predictor. // // PredictorName is a required field PredictorName *string `min:"1" type:"string" required:"true"` // The optional metadata that you apply to the predictor to help you categorize // and organize them. Each tag consists of a key and an optional value, both // of which you define. // // The following basic restrictions apply to tags: // // * Maximum number of tags per resource - 50. // // * For each resource, each tag key must be unique, and each tag key can // have only one value. // // * Maximum key length - 128 Unicode characters in UTF-8. // // * Maximum value length - 256 Unicode characters in UTF-8. // // * If your tagging schema is used across multiple services and resources, // remember that other services may have restrictions on allowed characters. // Generally allowed characters are: letters, numbers, and spaces representable // in UTF-8, and the following characters: + - = . _ : / @. // // * Tag keys and values are case sensitive. // // * Do not use aws:, AWS:, or any upper or lowercase combination of such // as a prefix for keys as it is reserved for AWS use. You cannot edit or // delete tag keys with this prefix. Values can have this prefix. If a tag // value has aws as its prefix but the key does not, then Forecast considers // it to be a user tag and will count against the limit of 50 tags. Tags // with only the key prefix of aws do not count against your tags per resource // limit. Tags []*Tag `type:"list"` // The hyperparameters to override for model training. The hyperparameters that // you can override are listed in the individual algorithms. For the list of // supported algorithms, see aws-forecast-choosing-recipes. TrainingParameters map[string]*string `type:"map"` // contains filtered or unexported fields }
func (CreatePredictorInput) GoString ¶
func (s CreatePredictorInput) GoString() string
GoString returns the string representation
func (*CreatePredictorInput) SetAlgorithmArn ¶
func (s *CreatePredictorInput) SetAlgorithmArn(v string) *CreatePredictorInput
SetAlgorithmArn sets the AlgorithmArn field's value.
func (*CreatePredictorInput) SetEncryptionConfig ¶
func (s *CreatePredictorInput) SetEncryptionConfig(v *EncryptionConfig) *CreatePredictorInput
SetEncryptionConfig sets the EncryptionConfig field's value.
func (*CreatePredictorInput) SetEvaluationParameters ¶
func (s *CreatePredictorInput) SetEvaluationParameters(v *EvaluationParameters) *CreatePredictorInput
SetEvaluationParameters sets the EvaluationParameters field's value.
func (*CreatePredictorInput) SetFeaturizationConfig ¶
func (s *CreatePredictorInput) SetFeaturizationConfig(v *FeaturizationConfig) *CreatePredictorInput
SetFeaturizationConfig sets the FeaturizationConfig field's value.
func (*CreatePredictorInput) SetForecastHorizon ¶
func (s *CreatePredictorInput) SetForecastHorizon(v int64) *CreatePredictorInput
SetForecastHorizon sets the ForecastHorizon field's value.
func (*CreatePredictorInput) SetForecastTypes ¶
func (s *CreatePredictorInput) SetForecastTypes(v []*string) *CreatePredictorInput
SetForecastTypes sets the ForecastTypes field's value.
func (*CreatePredictorInput) SetHPOConfig ¶
func (s *CreatePredictorInput) SetHPOConfig(v *HyperParameterTuningJobConfig) *CreatePredictorInput
SetHPOConfig sets the HPOConfig field's value.
func (*CreatePredictorInput) SetInputDataConfig ¶
func (s *CreatePredictorInput) SetInputDataConfig(v *InputDataConfig) *CreatePredictorInput
SetInputDataConfig sets the InputDataConfig field's value.
func (*CreatePredictorInput) SetPerformAutoML ¶
func (s *CreatePredictorInput) SetPerformAutoML(v bool) *CreatePredictorInput
SetPerformAutoML sets the PerformAutoML field's value.
func (*CreatePredictorInput) SetPerformHPO ¶
func (s *CreatePredictorInput) SetPerformHPO(v bool) *CreatePredictorInput
SetPerformHPO sets the PerformHPO field's value.
func (*CreatePredictorInput) SetPredictorName ¶
func (s *CreatePredictorInput) SetPredictorName(v string) *CreatePredictorInput
SetPredictorName sets the PredictorName field's value.
func (*CreatePredictorInput) SetTags ¶
func (s *CreatePredictorInput) SetTags(v []*Tag) *CreatePredictorInput
SetTags sets the Tags field's value.
func (*CreatePredictorInput) SetTrainingParameters ¶
func (s *CreatePredictorInput) SetTrainingParameters(v map[string]*string) *CreatePredictorInput
SetTrainingParameters sets the TrainingParameters field's value.
func (CreatePredictorInput) String ¶
func (s CreatePredictorInput) String() string
String returns the string representation
func (*CreatePredictorInput) Validate ¶
func (s *CreatePredictorInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type CreatePredictorOutput ¶
type CreatePredictorOutput struct { // The Amazon Resource Name (ARN) of the predictor. PredictorArn *string `type:"string"` // contains filtered or unexported fields }
func (CreatePredictorOutput) GoString ¶
func (s CreatePredictorOutput) GoString() string
GoString returns the string representation
func (*CreatePredictorOutput) SetPredictorArn ¶
func (s *CreatePredictorOutput) SetPredictorArn(v string) *CreatePredictorOutput
SetPredictorArn sets the PredictorArn field's value.
func (CreatePredictorOutput) String ¶
func (s CreatePredictorOutput) String() string
String returns the string representation
type DataDestination ¶
type DataDestination struct { // The path to an Amazon Simple Storage Service (Amazon S3) bucket along with // the credentials to access the bucket. // // S3Config is a required field S3Config *S3Config `type:"structure" required:"true"` // contains filtered or unexported fields }
The destination for an export job. Provide an S3 path, an AWS Identity and Access Management (IAM) role that allows Amazon Forecast to access the location, and an AWS Key Management Service (KMS) key (optional).
func (DataDestination) GoString ¶
func (s DataDestination) GoString() string
GoString returns the string representation
func (*DataDestination) SetS3Config ¶
func (s *DataDestination) SetS3Config(v *S3Config) *DataDestination
SetS3Config sets the S3Config field's value.
func (DataDestination) String ¶
func (s DataDestination) String() string
String returns the string representation
func (*DataDestination) Validate ¶
func (s *DataDestination) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DataSource ¶
type DataSource struct { // The path to the training data stored in an Amazon Simple Storage Service // (Amazon S3) bucket along with the credentials to access the data. // // S3Config is a required field S3Config *S3Config `type:"structure" required:"true"` // contains filtered or unexported fields }
The source of your training data, an AWS Identity and Access Management (IAM) role that allows Amazon Forecast to access the data and, optionally, an AWS Key Management Service (KMS) key. This object is submitted in the CreateDatasetImportJob request.
func (DataSource) GoString ¶
func (s DataSource) GoString() string
GoString returns the string representation
func (*DataSource) SetS3Config ¶
func (s *DataSource) SetS3Config(v *S3Config) *DataSource
SetS3Config sets the S3Config field's value.
func (DataSource) String ¶
func (s DataSource) String() string
String returns the string representation
func (*DataSource) Validate ¶
func (s *DataSource) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DatasetGroupSummary ¶
type DatasetGroupSummary struct { // When the dataset group was created. CreationTime *time.Time `type:"timestamp"` // The Amazon Resource Name (ARN) of the dataset group. DatasetGroupArn *string `type:"string"` // The name of the dataset group. DatasetGroupName *string `min:"1" type:"string"` // When the dataset group was created or last updated from a call to the UpdateDatasetGroup // operation. While the dataset group is being updated, LastModificationTime // is the current time of the ListDatasetGroups call. LastModificationTime *time.Time `type:"timestamp"` // contains filtered or unexported fields }
Provides a summary of the dataset group properties used in the ListDatasetGroups operation. To get the complete set of properties, call the DescribeDatasetGroup operation, and provide the DatasetGroupArn.
func (DatasetGroupSummary) GoString ¶
func (s DatasetGroupSummary) GoString() string
GoString returns the string representation
func (*DatasetGroupSummary) SetCreationTime ¶
func (s *DatasetGroupSummary) SetCreationTime(v time.Time) *DatasetGroupSummary
SetCreationTime sets the CreationTime field's value.
func (*DatasetGroupSummary) SetDatasetGroupArn ¶
func (s *DatasetGroupSummary) SetDatasetGroupArn(v string) *DatasetGroupSummary
SetDatasetGroupArn sets the DatasetGroupArn field's value.
func (*DatasetGroupSummary) SetDatasetGroupName ¶
func (s *DatasetGroupSummary) SetDatasetGroupName(v string) *DatasetGroupSummary
SetDatasetGroupName sets the DatasetGroupName field's value.
func (*DatasetGroupSummary) SetLastModificationTime ¶
func (s *DatasetGroupSummary) SetLastModificationTime(v time.Time) *DatasetGroupSummary
SetLastModificationTime sets the LastModificationTime field's value.
func (DatasetGroupSummary) String ¶
func (s DatasetGroupSummary) String() string
String returns the string representation
type DatasetImportJobSummary ¶
type DatasetImportJobSummary struct { // When the dataset import job was created. CreationTime *time.Time `type:"timestamp"` // The location of the training data to import and an AWS Identity and Access // Management (IAM) role that Amazon Forecast can assume to access the data. // The training data must be stored in an Amazon S3 bucket. // // If encryption is used, DataSource includes an AWS Key Management Service // (KMS) key. DataSource *DataSource `type:"structure"` // The Amazon Resource Name (ARN) of the dataset import job. DatasetImportJobArn *string `type:"string"` // The name of the dataset import job. DatasetImportJobName *string `min:"1" type:"string"` // The last time the resource was modified. The timestamp depends on the status // of the job: // // * CREATE_PENDING - The CreationTime. // // * CREATE_IN_PROGRESS - The current timestamp. // // * CREATE_STOPPING - The current timestamp. // // * CREATE_STOPPED - When the job stopped. // // * ACTIVE or CREATE_FAILED - When the job finished or failed. LastModificationTime *time.Time `type:"timestamp"` // If an error occurred, an informational message about the error. Message *string `type:"string"` // The status of the dataset import job. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED // // * CREATE_STOPPING, CREATE_STOPPED Status *string `type:"string"` // contains filtered or unexported fields }
Provides a summary of the dataset import job properties used in the ListDatasetImportJobs operation. To get the complete set of properties, call the DescribeDatasetImportJob operation, and provide the DatasetImportJobArn.
func (DatasetImportJobSummary) GoString ¶
func (s DatasetImportJobSummary) GoString() string
GoString returns the string representation
func (*DatasetImportJobSummary) SetCreationTime ¶
func (s *DatasetImportJobSummary) SetCreationTime(v time.Time) *DatasetImportJobSummary
SetCreationTime sets the CreationTime field's value.
func (*DatasetImportJobSummary) SetDataSource ¶
func (s *DatasetImportJobSummary) SetDataSource(v *DataSource) *DatasetImportJobSummary
SetDataSource sets the DataSource field's value.
func (*DatasetImportJobSummary) SetDatasetImportJobArn ¶
func (s *DatasetImportJobSummary) SetDatasetImportJobArn(v string) *DatasetImportJobSummary
SetDatasetImportJobArn sets the DatasetImportJobArn field's value.
func (*DatasetImportJobSummary) SetDatasetImportJobName ¶
func (s *DatasetImportJobSummary) SetDatasetImportJobName(v string) *DatasetImportJobSummary
SetDatasetImportJobName sets the DatasetImportJobName field's value.
func (*DatasetImportJobSummary) SetLastModificationTime ¶
func (s *DatasetImportJobSummary) SetLastModificationTime(v time.Time) *DatasetImportJobSummary
SetLastModificationTime sets the LastModificationTime field's value.
func (*DatasetImportJobSummary) SetMessage ¶
func (s *DatasetImportJobSummary) SetMessage(v string) *DatasetImportJobSummary
SetMessage sets the Message field's value.
func (*DatasetImportJobSummary) SetStatus ¶
func (s *DatasetImportJobSummary) SetStatus(v string) *DatasetImportJobSummary
SetStatus sets the Status field's value.
func (DatasetImportJobSummary) String ¶
func (s DatasetImportJobSummary) String() string
String returns the string representation
type DatasetSummary ¶
type DatasetSummary struct { // When the dataset was created. CreationTime *time.Time `type:"timestamp"` // The Amazon Resource Name (ARN) of the dataset. DatasetArn *string `type:"string"` // The name of the dataset. DatasetName *string `min:"1" type:"string"` // The dataset type. DatasetType *string `type:"string" enum:"DatasetType"` // The domain associated with the dataset. Domain *string `type:"string" enum:"Domain"` // When you create a dataset, LastModificationTime is the same as CreationTime. // While data is being imported to the dataset, LastModificationTime is the // current time of the ListDatasets call. After a CreateDatasetImportJob operation // has finished, LastModificationTime is when the import job completed or failed. LastModificationTime *time.Time `type:"timestamp"` // contains filtered or unexported fields }
Provides a summary of the dataset properties used in the ListDatasets operation. To get the complete set of properties, call the DescribeDataset operation, and provide the DatasetArn.
func (DatasetSummary) GoString ¶
func (s DatasetSummary) GoString() string
GoString returns the string representation
func (*DatasetSummary) SetCreationTime ¶
func (s *DatasetSummary) SetCreationTime(v time.Time) *DatasetSummary
SetCreationTime sets the CreationTime field's value.
func (*DatasetSummary) SetDatasetArn ¶
func (s *DatasetSummary) SetDatasetArn(v string) *DatasetSummary
SetDatasetArn sets the DatasetArn field's value.
func (*DatasetSummary) SetDatasetName ¶
func (s *DatasetSummary) SetDatasetName(v string) *DatasetSummary
SetDatasetName sets the DatasetName field's value.
func (*DatasetSummary) SetDatasetType ¶
func (s *DatasetSummary) SetDatasetType(v string) *DatasetSummary
SetDatasetType sets the DatasetType field's value.
func (*DatasetSummary) SetDomain ¶
func (s *DatasetSummary) SetDomain(v string) *DatasetSummary
SetDomain sets the Domain field's value.
func (*DatasetSummary) SetLastModificationTime ¶
func (s *DatasetSummary) SetLastModificationTime(v time.Time) *DatasetSummary
SetLastModificationTime sets the LastModificationTime field's value.
func (DatasetSummary) String ¶
func (s DatasetSummary) String() string
String returns the string representation
type DeleteDatasetGroupInput ¶
type DeleteDatasetGroupInput struct { // The Amazon Resource Name (ARN) of the dataset group to delete. // // DatasetGroupArn is a required field DatasetGroupArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DeleteDatasetGroupInput) GoString ¶
func (s DeleteDatasetGroupInput) GoString() string
GoString returns the string representation
func (*DeleteDatasetGroupInput) SetDatasetGroupArn ¶
func (s *DeleteDatasetGroupInput) SetDatasetGroupArn(v string) *DeleteDatasetGroupInput
SetDatasetGroupArn sets the DatasetGroupArn field's value.
func (DeleteDatasetGroupInput) String ¶
func (s DeleteDatasetGroupInput) String() string
String returns the string representation
func (*DeleteDatasetGroupInput) Validate ¶
func (s *DeleteDatasetGroupInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DeleteDatasetGroupOutput ¶
type DeleteDatasetGroupOutput struct {
// contains filtered or unexported fields
}
func (DeleteDatasetGroupOutput) GoString ¶
func (s DeleteDatasetGroupOutput) GoString() string
GoString returns the string representation
func (DeleteDatasetGroupOutput) String ¶
func (s DeleteDatasetGroupOutput) String() string
String returns the string representation
type DeleteDatasetImportJobInput ¶
type DeleteDatasetImportJobInput struct { // The Amazon Resource Name (ARN) of the dataset import job to delete. // // DatasetImportJobArn is a required field DatasetImportJobArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DeleteDatasetImportJobInput) GoString ¶
func (s DeleteDatasetImportJobInput) GoString() string
GoString returns the string representation
func (*DeleteDatasetImportJobInput) SetDatasetImportJobArn ¶
func (s *DeleteDatasetImportJobInput) SetDatasetImportJobArn(v string) *DeleteDatasetImportJobInput
SetDatasetImportJobArn sets the DatasetImportJobArn field's value.
func (DeleteDatasetImportJobInput) String ¶
func (s DeleteDatasetImportJobInput) String() string
String returns the string representation
func (*DeleteDatasetImportJobInput) Validate ¶
func (s *DeleteDatasetImportJobInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DeleteDatasetImportJobOutput ¶
type DeleteDatasetImportJobOutput struct {
// contains filtered or unexported fields
}
func (DeleteDatasetImportJobOutput) GoString ¶
func (s DeleteDatasetImportJobOutput) GoString() string
GoString returns the string representation
func (DeleteDatasetImportJobOutput) String ¶
func (s DeleteDatasetImportJobOutput) String() string
String returns the string representation
type DeleteDatasetInput ¶
type DeleteDatasetInput struct { // The Amazon Resource Name (ARN) of the dataset to delete. // // DatasetArn is a required field DatasetArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DeleteDatasetInput) GoString ¶
func (s DeleteDatasetInput) GoString() string
GoString returns the string representation
func (*DeleteDatasetInput) SetDatasetArn ¶
func (s *DeleteDatasetInput) SetDatasetArn(v string) *DeleteDatasetInput
SetDatasetArn sets the DatasetArn field's value.
func (DeleteDatasetInput) String ¶
func (s DeleteDatasetInput) String() string
String returns the string representation
func (*DeleteDatasetInput) Validate ¶
func (s *DeleteDatasetInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DeleteDatasetOutput ¶
type DeleteDatasetOutput struct {
// contains filtered or unexported fields
}
func (DeleteDatasetOutput) GoString ¶
func (s DeleteDatasetOutput) GoString() string
GoString returns the string representation
func (DeleteDatasetOutput) String ¶
func (s DeleteDatasetOutput) String() string
String returns the string representation
type DeleteForecastExportJobInput ¶
type DeleteForecastExportJobInput struct { // The Amazon Resource Name (ARN) of the forecast export job to delete. // // ForecastExportJobArn is a required field ForecastExportJobArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DeleteForecastExportJobInput) GoString ¶
func (s DeleteForecastExportJobInput) GoString() string
GoString returns the string representation
func (*DeleteForecastExportJobInput) SetForecastExportJobArn ¶
func (s *DeleteForecastExportJobInput) SetForecastExportJobArn(v string) *DeleteForecastExportJobInput
SetForecastExportJobArn sets the ForecastExportJobArn field's value.
func (DeleteForecastExportJobInput) String ¶
func (s DeleteForecastExportJobInput) String() string
String returns the string representation
func (*DeleteForecastExportJobInput) Validate ¶
func (s *DeleteForecastExportJobInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DeleteForecastExportJobOutput ¶
type DeleteForecastExportJobOutput struct {
// contains filtered or unexported fields
}
func (DeleteForecastExportJobOutput) GoString ¶
func (s DeleteForecastExportJobOutput) GoString() string
GoString returns the string representation
func (DeleteForecastExportJobOutput) String ¶
func (s DeleteForecastExportJobOutput) String() string
String returns the string representation
type DeleteForecastInput ¶
type DeleteForecastInput struct { // The Amazon Resource Name (ARN) of the forecast to delete. // // ForecastArn is a required field ForecastArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DeleteForecastInput) GoString ¶
func (s DeleteForecastInput) GoString() string
GoString returns the string representation
func (*DeleteForecastInput) SetForecastArn ¶
func (s *DeleteForecastInput) SetForecastArn(v string) *DeleteForecastInput
SetForecastArn sets the ForecastArn field's value.
func (DeleteForecastInput) String ¶
func (s DeleteForecastInput) String() string
String returns the string representation
func (*DeleteForecastInput) Validate ¶
func (s *DeleteForecastInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DeleteForecastOutput ¶
type DeleteForecastOutput struct {
// contains filtered or unexported fields
}
func (DeleteForecastOutput) GoString ¶
func (s DeleteForecastOutput) GoString() string
GoString returns the string representation
func (DeleteForecastOutput) String ¶
func (s DeleteForecastOutput) String() string
String returns the string representation
type DeletePredictorBacktestExportJobInput ¶
type DeletePredictorBacktestExportJobInput struct { // The Amazon Resource Name (ARN) of the predictor backtest export job to delete. // // PredictorBacktestExportJobArn is a required field PredictorBacktestExportJobArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DeletePredictorBacktestExportJobInput) GoString ¶
func (s DeletePredictorBacktestExportJobInput) GoString() string
GoString returns the string representation
func (*DeletePredictorBacktestExportJobInput) SetPredictorBacktestExportJobArn ¶
func (s *DeletePredictorBacktestExportJobInput) SetPredictorBacktestExportJobArn(v string) *DeletePredictorBacktestExportJobInput
SetPredictorBacktestExportJobArn sets the PredictorBacktestExportJobArn field's value.
func (DeletePredictorBacktestExportJobInput) String ¶
func (s DeletePredictorBacktestExportJobInput) String() string
String returns the string representation
func (*DeletePredictorBacktestExportJobInput) Validate ¶
func (s *DeletePredictorBacktestExportJobInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DeletePredictorBacktestExportJobOutput ¶
type DeletePredictorBacktestExportJobOutput struct {
// contains filtered or unexported fields
}
func (DeletePredictorBacktestExportJobOutput) GoString ¶
func (s DeletePredictorBacktestExportJobOutput) GoString() string
GoString returns the string representation
func (DeletePredictorBacktestExportJobOutput) String ¶
func (s DeletePredictorBacktestExportJobOutput) String() string
String returns the string representation
type DeletePredictorInput ¶
type DeletePredictorInput struct { // The Amazon Resource Name (ARN) of the predictor to delete. // // PredictorArn is a required field PredictorArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DeletePredictorInput) GoString ¶
func (s DeletePredictorInput) GoString() string
GoString returns the string representation
func (*DeletePredictorInput) SetPredictorArn ¶
func (s *DeletePredictorInput) SetPredictorArn(v string) *DeletePredictorInput
SetPredictorArn sets the PredictorArn field's value.
func (DeletePredictorInput) String ¶
func (s DeletePredictorInput) String() string
String returns the string representation
func (*DeletePredictorInput) Validate ¶
func (s *DeletePredictorInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DeletePredictorOutput ¶
type DeletePredictorOutput struct {
// contains filtered or unexported fields
}
func (DeletePredictorOutput) GoString ¶
func (s DeletePredictorOutput) GoString() string
GoString returns the string representation
func (DeletePredictorOutput) String ¶
func (s DeletePredictorOutput) String() string
String returns the string representation
type DescribeDatasetGroupInput ¶
type DescribeDatasetGroupInput struct { // The Amazon Resource Name (ARN) of the dataset group. // // DatasetGroupArn is a required field DatasetGroupArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DescribeDatasetGroupInput) GoString ¶
func (s DescribeDatasetGroupInput) GoString() string
GoString returns the string representation
func (*DescribeDatasetGroupInput) SetDatasetGroupArn ¶
func (s *DescribeDatasetGroupInput) SetDatasetGroupArn(v string) *DescribeDatasetGroupInput
SetDatasetGroupArn sets the DatasetGroupArn field's value.
func (DescribeDatasetGroupInput) String ¶
func (s DescribeDatasetGroupInput) String() string
String returns the string representation
func (*DescribeDatasetGroupInput) Validate ¶
func (s *DescribeDatasetGroupInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DescribeDatasetGroupOutput ¶
type DescribeDatasetGroupOutput struct { // When the dataset group was created. CreationTime *time.Time `type:"timestamp"` // An array of Amazon Resource Names (ARNs) of the datasets contained in the // dataset group. DatasetArns []*string `type:"list"` // The ARN of the dataset group. DatasetGroupArn *string `type:"string"` // The name of the dataset group. DatasetGroupName *string `min:"1" type:"string"` // The domain associated with the dataset group. Domain *string `type:"string" enum:"Domain"` // When the dataset group was created or last updated from a call to the UpdateDatasetGroup // operation. While the dataset group is being updated, LastModificationTime // is the current time of the DescribeDatasetGroup call. LastModificationTime *time.Time `type:"timestamp"` // The status of the dataset group. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED // // * UPDATE_PENDING, UPDATE_IN_PROGRESS, UPDATE_FAILED // // The UPDATE states apply when you call the UpdateDatasetGroup operation. // // The Status of the dataset group must be ACTIVE before you can use the dataset // group to create a predictor. Status *string `type:"string"` // contains filtered or unexported fields }
func (DescribeDatasetGroupOutput) GoString ¶
func (s DescribeDatasetGroupOutput) GoString() string
GoString returns the string representation
func (*DescribeDatasetGroupOutput) SetCreationTime ¶
func (s *DescribeDatasetGroupOutput) SetCreationTime(v time.Time) *DescribeDatasetGroupOutput
SetCreationTime sets the CreationTime field's value.
func (*DescribeDatasetGroupOutput) SetDatasetArns ¶
func (s *DescribeDatasetGroupOutput) SetDatasetArns(v []*string) *DescribeDatasetGroupOutput
SetDatasetArns sets the DatasetArns field's value.
func (*DescribeDatasetGroupOutput) SetDatasetGroupArn ¶
func (s *DescribeDatasetGroupOutput) SetDatasetGroupArn(v string) *DescribeDatasetGroupOutput
SetDatasetGroupArn sets the DatasetGroupArn field's value.
func (*DescribeDatasetGroupOutput) SetDatasetGroupName ¶
func (s *DescribeDatasetGroupOutput) SetDatasetGroupName(v string) *DescribeDatasetGroupOutput
SetDatasetGroupName sets the DatasetGroupName field's value.
func (*DescribeDatasetGroupOutput) SetDomain ¶
func (s *DescribeDatasetGroupOutput) SetDomain(v string) *DescribeDatasetGroupOutput
SetDomain sets the Domain field's value.
func (*DescribeDatasetGroupOutput) SetLastModificationTime ¶
func (s *DescribeDatasetGroupOutput) SetLastModificationTime(v time.Time) *DescribeDatasetGroupOutput
SetLastModificationTime sets the LastModificationTime field's value.
func (*DescribeDatasetGroupOutput) SetStatus ¶
func (s *DescribeDatasetGroupOutput) SetStatus(v string) *DescribeDatasetGroupOutput
SetStatus sets the Status field's value.
func (DescribeDatasetGroupOutput) String ¶
func (s DescribeDatasetGroupOutput) String() string
String returns the string representation
type DescribeDatasetImportJobInput ¶
type DescribeDatasetImportJobInput struct { // The Amazon Resource Name (ARN) of the dataset import job. // // DatasetImportJobArn is a required field DatasetImportJobArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DescribeDatasetImportJobInput) GoString ¶
func (s DescribeDatasetImportJobInput) GoString() string
GoString returns the string representation
func (*DescribeDatasetImportJobInput) SetDatasetImportJobArn ¶
func (s *DescribeDatasetImportJobInput) SetDatasetImportJobArn(v string) *DescribeDatasetImportJobInput
SetDatasetImportJobArn sets the DatasetImportJobArn field's value.
func (DescribeDatasetImportJobInput) String ¶
func (s DescribeDatasetImportJobInput) String() string
String returns the string representation
func (*DescribeDatasetImportJobInput) Validate ¶
func (s *DescribeDatasetImportJobInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DescribeDatasetImportJobOutput ¶
type DescribeDatasetImportJobOutput struct { // When the dataset import job was created. CreationTime *time.Time `type:"timestamp"` // The size of the dataset in gigabytes (GB) after the import job has finished. DataSize *float64 `type:"double"` // The location of the training data to import and an AWS Identity and Access // Management (IAM) role that Amazon Forecast can assume to access the data. // // If encryption is used, DataSource includes an AWS Key Management Service // (KMS) key. DataSource *DataSource `type:"structure"` // The Amazon Resource Name (ARN) of the dataset that the training data was // imported to. DatasetArn *string `type:"string"` // The ARN of the dataset import job. DatasetImportJobArn *string `type:"string"` // The name of the dataset import job. DatasetImportJobName *string `min:"1" type:"string"` // The estimated time in minutes for the dataset import job to complete. EstimatedTimeRemainingInMinutes *int64 `type:"long"` // Statistical information about each field in the input data. FieldStatistics map[string]*Statistics `type:"map"` // The format of the geolocation attribute. Valid Values:"LAT_LONG" and "CC_POSTALCODE". GeolocationFormat *string `type:"string"` // The last time the resource was modified. The timestamp depends on the status // of the job: // // * CREATE_PENDING - The CreationTime. // // * CREATE_IN_PROGRESS - The current timestamp. // // * CREATE_STOPPING - The current timestamp. // // * CREATE_STOPPED - When the job stopped. // // * ACTIVE or CREATE_FAILED - When the job finished or failed. LastModificationTime *time.Time `type:"timestamp"` // If an error occurred, an informational message about the error. Message *string `type:"string"` // The status of the dataset import job. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED // // * CREATE_STOPPING, CREATE_STOPPED Status *string `type:"string"` // The single time zone applied to every item in the dataset TimeZone *string `type:"string"` // The format of timestamps in the dataset. The format that you specify depends // on the DataFrequency specified when the dataset was created. The following // formats are supported // // * "yyyy-MM-dd" For the following data frequencies: Y, M, W, and D // // * "yyyy-MM-dd HH:mm:ss" For the following data frequencies: H, 30min, // 15min, and 1min; and optionally, for: Y, M, W, and D TimestampFormat *string `type:"string"` // Whether TimeZone is automatically derived from the geolocation attribute. UseGeolocationForTimeZone *bool `type:"boolean"` // contains filtered or unexported fields }
func (DescribeDatasetImportJobOutput) GoString ¶
func (s DescribeDatasetImportJobOutput) GoString() string
GoString returns the string representation
func (*DescribeDatasetImportJobOutput) SetCreationTime ¶
func (s *DescribeDatasetImportJobOutput) SetCreationTime(v time.Time) *DescribeDatasetImportJobOutput
SetCreationTime sets the CreationTime field's value.
func (*DescribeDatasetImportJobOutput) SetDataSize ¶
func (s *DescribeDatasetImportJobOutput) SetDataSize(v float64) *DescribeDatasetImportJobOutput
SetDataSize sets the DataSize field's value.
func (*DescribeDatasetImportJobOutput) SetDataSource ¶
func (s *DescribeDatasetImportJobOutput) SetDataSource(v *DataSource) *DescribeDatasetImportJobOutput
SetDataSource sets the DataSource field's value.
func (*DescribeDatasetImportJobOutput) SetDatasetArn ¶
func (s *DescribeDatasetImportJobOutput) SetDatasetArn(v string) *DescribeDatasetImportJobOutput
SetDatasetArn sets the DatasetArn field's value.
func (*DescribeDatasetImportJobOutput) SetDatasetImportJobArn ¶
func (s *DescribeDatasetImportJobOutput) SetDatasetImportJobArn(v string) *DescribeDatasetImportJobOutput
SetDatasetImportJobArn sets the DatasetImportJobArn field's value.
func (*DescribeDatasetImportJobOutput) SetDatasetImportJobName ¶
func (s *DescribeDatasetImportJobOutput) SetDatasetImportJobName(v string) *DescribeDatasetImportJobOutput
SetDatasetImportJobName sets the DatasetImportJobName field's value.
func (*DescribeDatasetImportJobOutput) SetEstimatedTimeRemainingInMinutes ¶
func (s *DescribeDatasetImportJobOutput) SetEstimatedTimeRemainingInMinutes(v int64) *DescribeDatasetImportJobOutput
SetEstimatedTimeRemainingInMinutes sets the EstimatedTimeRemainingInMinutes field's value.
func (*DescribeDatasetImportJobOutput) SetFieldStatistics ¶
func (s *DescribeDatasetImportJobOutput) SetFieldStatistics(v map[string]*Statistics) *DescribeDatasetImportJobOutput
SetFieldStatistics sets the FieldStatistics field's value.
func (*DescribeDatasetImportJobOutput) SetGeolocationFormat ¶
func (s *DescribeDatasetImportJobOutput) SetGeolocationFormat(v string) *DescribeDatasetImportJobOutput
SetGeolocationFormat sets the GeolocationFormat field's value.
func (*DescribeDatasetImportJobOutput) SetLastModificationTime ¶
func (s *DescribeDatasetImportJobOutput) SetLastModificationTime(v time.Time) *DescribeDatasetImportJobOutput
SetLastModificationTime sets the LastModificationTime field's value.
func (*DescribeDatasetImportJobOutput) SetMessage ¶
func (s *DescribeDatasetImportJobOutput) SetMessage(v string) *DescribeDatasetImportJobOutput
SetMessage sets the Message field's value.
func (*DescribeDatasetImportJobOutput) SetStatus ¶
func (s *DescribeDatasetImportJobOutput) SetStatus(v string) *DescribeDatasetImportJobOutput
SetStatus sets the Status field's value.
func (*DescribeDatasetImportJobOutput) SetTimeZone ¶
func (s *DescribeDatasetImportJobOutput) SetTimeZone(v string) *DescribeDatasetImportJobOutput
SetTimeZone sets the TimeZone field's value.
func (*DescribeDatasetImportJobOutput) SetTimestampFormat ¶
func (s *DescribeDatasetImportJobOutput) SetTimestampFormat(v string) *DescribeDatasetImportJobOutput
SetTimestampFormat sets the TimestampFormat field's value.
func (*DescribeDatasetImportJobOutput) SetUseGeolocationForTimeZone ¶
func (s *DescribeDatasetImportJobOutput) SetUseGeolocationForTimeZone(v bool) *DescribeDatasetImportJobOutput
SetUseGeolocationForTimeZone sets the UseGeolocationForTimeZone field's value.
func (DescribeDatasetImportJobOutput) String ¶
func (s DescribeDatasetImportJobOutput) String() string
String returns the string representation
type DescribeDatasetInput ¶
type DescribeDatasetInput struct { // The Amazon Resource Name (ARN) of the dataset. // // DatasetArn is a required field DatasetArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DescribeDatasetInput) GoString ¶
func (s DescribeDatasetInput) GoString() string
GoString returns the string representation
func (*DescribeDatasetInput) SetDatasetArn ¶
func (s *DescribeDatasetInput) SetDatasetArn(v string) *DescribeDatasetInput
SetDatasetArn sets the DatasetArn field's value.
func (DescribeDatasetInput) String ¶
func (s DescribeDatasetInput) String() string
String returns the string representation
func (*DescribeDatasetInput) Validate ¶
func (s *DescribeDatasetInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DescribeDatasetOutput ¶
type DescribeDatasetOutput struct { // When the dataset was created. CreationTime *time.Time `type:"timestamp"` // The frequency of data collection. // // Valid intervals are Y (Year), M (Month), W (Week), D (Day), H (Hour), 30min // (30 minutes), 15min (15 minutes), 10min (10 minutes), 5min (5 minutes), and // 1min (1 minute). For example, "M" indicates every month and "30min" indicates // every 30 minutes. DataFrequency *string `type:"string"` // The Amazon Resource Name (ARN) of the dataset. DatasetArn *string `type:"string"` // The name of the dataset. DatasetName *string `min:"1" type:"string"` // The dataset type. DatasetType *string `type:"string" enum:"DatasetType"` // The domain associated with the dataset. Domain *string `type:"string" enum:"Domain"` // The AWS Key Management Service (KMS) key and the AWS Identity and Access // Management (IAM) role that Amazon Forecast can assume to access the key. EncryptionConfig *EncryptionConfig `type:"structure"` // When you create a dataset, LastModificationTime is the same as CreationTime. // While data is being imported to the dataset, LastModificationTime is the // current time of the DescribeDataset call. After a CreateDatasetImportJob // operation has finished, LastModificationTime is when the import job completed // or failed. LastModificationTime *time.Time `type:"timestamp"` // An array of SchemaAttribute objects that specify the dataset fields. Each // SchemaAttribute specifies the name and data type of a field. Schema *Schema `type:"structure"` // The status of the dataset. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED // // * UPDATE_PENDING, UPDATE_IN_PROGRESS, UPDATE_FAILED // // The UPDATE states apply while data is imported to the dataset from a call // to the CreateDatasetImportJob operation and reflect the status of the dataset // import job. For example, when the import job status is CREATE_IN_PROGRESS, // the status of the dataset is UPDATE_IN_PROGRESS. // // The Status of the dataset must be ACTIVE before you can import training data. Status *string `type:"string"` // contains filtered or unexported fields }
func (DescribeDatasetOutput) GoString ¶
func (s DescribeDatasetOutput) GoString() string
GoString returns the string representation
func (*DescribeDatasetOutput) SetCreationTime ¶
func (s *DescribeDatasetOutput) SetCreationTime(v time.Time) *DescribeDatasetOutput
SetCreationTime sets the CreationTime field's value.
func (*DescribeDatasetOutput) SetDataFrequency ¶
func (s *DescribeDatasetOutput) SetDataFrequency(v string) *DescribeDatasetOutput
SetDataFrequency sets the DataFrequency field's value.
func (*DescribeDatasetOutput) SetDatasetArn ¶
func (s *DescribeDatasetOutput) SetDatasetArn(v string) *DescribeDatasetOutput
SetDatasetArn sets the DatasetArn field's value.
func (*DescribeDatasetOutput) SetDatasetName ¶
func (s *DescribeDatasetOutput) SetDatasetName(v string) *DescribeDatasetOutput
SetDatasetName sets the DatasetName field's value.
func (*DescribeDatasetOutput) SetDatasetType ¶
func (s *DescribeDatasetOutput) SetDatasetType(v string) *DescribeDatasetOutput
SetDatasetType sets the DatasetType field's value.
func (*DescribeDatasetOutput) SetDomain ¶
func (s *DescribeDatasetOutput) SetDomain(v string) *DescribeDatasetOutput
SetDomain sets the Domain field's value.
func (*DescribeDatasetOutput) SetEncryptionConfig ¶
func (s *DescribeDatasetOutput) SetEncryptionConfig(v *EncryptionConfig) *DescribeDatasetOutput
SetEncryptionConfig sets the EncryptionConfig field's value.
func (*DescribeDatasetOutput) SetLastModificationTime ¶
func (s *DescribeDatasetOutput) SetLastModificationTime(v time.Time) *DescribeDatasetOutput
SetLastModificationTime sets the LastModificationTime field's value.
func (*DescribeDatasetOutput) SetSchema ¶
func (s *DescribeDatasetOutput) SetSchema(v *Schema) *DescribeDatasetOutput
SetSchema sets the Schema field's value.
func (*DescribeDatasetOutput) SetStatus ¶
func (s *DescribeDatasetOutput) SetStatus(v string) *DescribeDatasetOutput
SetStatus sets the Status field's value.
func (DescribeDatasetOutput) String ¶
func (s DescribeDatasetOutput) String() string
String returns the string representation
type DescribeForecastExportJobInput ¶
type DescribeForecastExportJobInput struct { // The Amazon Resource Name (ARN) of the forecast export job. // // ForecastExportJobArn is a required field ForecastExportJobArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DescribeForecastExportJobInput) GoString ¶
func (s DescribeForecastExportJobInput) GoString() string
GoString returns the string representation
func (*DescribeForecastExportJobInput) SetForecastExportJobArn ¶
func (s *DescribeForecastExportJobInput) SetForecastExportJobArn(v string) *DescribeForecastExportJobInput
SetForecastExportJobArn sets the ForecastExportJobArn field's value.
func (DescribeForecastExportJobInput) String ¶
func (s DescribeForecastExportJobInput) String() string
String returns the string representation
func (*DescribeForecastExportJobInput) Validate ¶
func (s *DescribeForecastExportJobInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DescribeForecastExportJobOutput ¶
type DescribeForecastExportJobOutput struct { // When the forecast export job was created. CreationTime *time.Time `type:"timestamp"` // The path to the Amazon Simple Storage Service (Amazon S3) bucket where the // forecast is exported. Destination *DataDestination `type:"structure"` // The Amazon Resource Name (ARN) of the exported forecast. ForecastArn *string `type:"string"` // The ARN of the forecast export job. ForecastExportJobArn *string `type:"string"` // The name of the forecast export job. ForecastExportJobName *string `min:"1" type:"string"` // The last time the resource was modified. The timestamp depends on the status // of the job: // // * CREATE_PENDING - The CreationTime. // // * CREATE_IN_PROGRESS - The current timestamp. // // * CREATE_STOPPING - The current timestamp. // // * CREATE_STOPPED - When the job stopped. // // * ACTIVE or CREATE_FAILED - When the job finished or failed. LastModificationTime *time.Time `type:"timestamp"` // If an error occurred, an informational message about the error. Message *string `type:"string"` // The status of the forecast export job. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * CREATE_STOPPING, CREATE_STOPPED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED // // The Status of the forecast export job must be ACTIVE before you can access // the forecast in your S3 bucket. Status *string `type:"string"` // contains filtered or unexported fields }
func (DescribeForecastExportJobOutput) GoString ¶
func (s DescribeForecastExportJobOutput) GoString() string
GoString returns the string representation
func (*DescribeForecastExportJobOutput) SetCreationTime ¶
func (s *DescribeForecastExportJobOutput) SetCreationTime(v time.Time) *DescribeForecastExportJobOutput
SetCreationTime sets the CreationTime field's value.
func (*DescribeForecastExportJobOutput) SetDestination ¶
func (s *DescribeForecastExportJobOutput) SetDestination(v *DataDestination) *DescribeForecastExportJobOutput
SetDestination sets the Destination field's value.
func (*DescribeForecastExportJobOutput) SetForecastArn ¶
func (s *DescribeForecastExportJobOutput) SetForecastArn(v string) *DescribeForecastExportJobOutput
SetForecastArn sets the ForecastArn field's value.
func (*DescribeForecastExportJobOutput) SetForecastExportJobArn ¶
func (s *DescribeForecastExportJobOutput) SetForecastExportJobArn(v string) *DescribeForecastExportJobOutput
SetForecastExportJobArn sets the ForecastExportJobArn field's value.
func (*DescribeForecastExportJobOutput) SetForecastExportJobName ¶
func (s *DescribeForecastExportJobOutput) SetForecastExportJobName(v string) *DescribeForecastExportJobOutput
SetForecastExportJobName sets the ForecastExportJobName field's value.
func (*DescribeForecastExportJobOutput) SetLastModificationTime ¶
func (s *DescribeForecastExportJobOutput) SetLastModificationTime(v time.Time) *DescribeForecastExportJobOutput
SetLastModificationTime sets the LastModificationTime field's value.
func (*DescribeForecastExportJobOutput) SetMessage ¶
func (s *DescribeForecastExportJobOutput) SetMessage(v string) *DescribeForecastExportJobOutput
SetMessage sets the Message field's value.
func (*DescribeForecastExportJobOutput) SetStatus ¶
func (s *DescribeForecastExportJobOutput) SetStatus(v string) *DescribeForecastExportJobOutput
SetStatus sets the Status field's value.
func (DescribeForecastExportJobOutput) String ¶
func (s DescribeForecastExportJobOutput) String() string
String returns the string representation
type DescribeForecastInput ¶
type DescribeForecastInput struct { // The Amazon Resource Name (ARN) of the forecast. // // ForecastArn is a required field ForecastArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DescribeForecastInput) GoString ¶
func (s DescribeForecastInput) GoString() string
GoString returns the string representation
func (*DescribeForecastInput) SetForecastArn ¶
func (s *DescribeForecastInput) SetForecastArn(v string) *DescribeForecastInput
SetForecastArn sets the ForecastArn field's value.
func (DescribeForecastInput) String ¶
func (s DescribeForecastInput) String() string
String returns the string representation
func (*DescribeForecastInput) Validate ¶
func (s *DescribeForecastInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DescribeForecastOutput ¶
type DescribeForecastOutput struct { // When the forecast creation task was created. CreationTime *time.Time `type:"timestamp"` // The ARN of the dataset group that provided the data used to train the predictor. DatasetGroupArn *string `type:"string"` // The estimated time in minutes for the forecast job to complete. EstimatedTimeRemainingInMinutes *int64 `type:"long"` // The forecast ARN as specified in the request. ForecastArn *string `type:"string"` // The name of the forecast. ForecastName *string `min:"1" type:"string"` // The quantiles at which probabilistic forecasts were generated. ForecastTypes []*string `min:"1" type:"list"` // The last time the resource was modified. The timestamp depends on the status // of the job: // // * CREATE_PENDING - The CreationTime. // // * CREATE_IN_PROGRESS - The current timestamp. // // * CREATE_STOPPING - The current timestamp. // // * CREATE_STOPPED - When the job stopped. // // * ACTIVE or CREATE_FAILED - When the job finished or failed. LastModificationTime *time.Time `type:"timestamp"` // If an error occurred, an informational message about the error. Message *string `type:"string"` // The ARN of the predictor used to generate the forecast. PredictorArn *string `type:"string"` // The status of the forecast. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * CREATE_STOPPING, CREATE_STOPPED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED // // The Status of the forecast must be ACTIVE before you can query or export // the forecast. Status *string `type:"string"` // contains filtered or unexported fields }
func (DescribeForecastOutput) GoString ¶
func (s DescribeForecastOutput) GoString() string
GoString returns the string representation
func (*DescribeForecastOutput) SetCreationTime ¶
func (s *DescribeForecastOutput) SetCreationTime(v time.Time) *DescribeForecastOutput
SetCreationTime sets the CreationTime field's value.
func (*DescribeForecastOutput) SetDatasetGroupArn ¶
func (s *DescribeForecastOutput) SetDatasetGroupArn(v string) *DescribeForecastOutput
SetDatasetGroupArn sets the DatasetGroupArn field's value.
func (*DescribeForecastOutput) SetEstimatedTimeRemainingInMinutes ¶
func (s *DescribeForecastOutput) SetEstimatedTimeRemainingInMinutes(v int64) *DescribeForecastOutput
SetEstimatedTimeRemainingInMinutes sets the EstimatedTimeRemainingInMinutes field's value.
func (*DescribeForecastOutput) SetForecastArn ¶
func (s *DescribeForecastOutput) SetForecastArn(v string) *DescribeForecastOutput
SetForecastArn sets the ForecastArn field's value.
func (*DescribeForecastOutput) SetForecastName ¶
func (s *DescribeForecastOutput) SetForecastName(v string) *DescribeForecastOutput
SetForecastName sets the ForecastName field's value.
func (*DescribeForecastOutput) SetForecastTypes ¶
func (s *DescribeForecastOutput) SetForecastTypes(v []*string) *DescribeForecastOutput
SetForecastTypes sets the ForecastTypes field's value.
func (*DescribeForecastOutput) SetLastModificationTime ¶
func (s *DescribeForecastOutput) SetLastModificationTime(v time.Time) *DescribeForecastOutput
SetLastModificationTime sets the LastModificationTime field's value.
func (*DescribeForecastOutput) SetMessage ¶
func (s *DescribeForecastOutput) SetMessage(v string) *DescribeForecastOutput
SetMessage sets the Message field's value.
func (*DescribeForecastOutput) SetPredictorArn ¶
func (s *DescribeForecastOutput) SetPredictorArn(v string) *DescribeForecastOutput
SetPredictorArn sets the PredictorArn field's value.
func (*DescribeForecastOutput) SetStatus ¶
func (s *DescribeForecastOutput) SetStatus(v string) *DescribeForecastOutput
SetStatus sets the Status field's value.
func (DescribeForecastOutput) String ¶
func (s DescribeForecastOutput) String() string
String returns the string representation
type DescribePredictorBacktestExportJobInput ¶
type DescribePredictorBacktestExportJobInput struct { // The Amazon Resource Name (ARN) of the predictor backtest export job. // // PredictorBacktestExportJobArn is a required field PredictorBacktestExportJobArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DescribePredictorBacktestExportJobInput) GoString ¶
func (s DescribePredictorBacktestExportJobInput) GoString() string
GoString returns the string representation
func (*DescribePredictorBacktestExportJobInput) SetPredictorBacktestExportJobArn ¶
func (s *DescribePredictorBacktestExportJobInput) SetPredictorBacktestExportJobArn(v string) *DescribePredictorBacktestExportJobInput
SetPredictorBacktestExportJobArn sets the PredictorBacktestExportJobArn field's value.
func (DescribePredictorBacktestExportJobInput) String ¶
func (s DescribePredictorBacktestExportJobInput) String() string
String returns the string representation
func (*DescribePredictorBacktestExportJobInput) Validate ¶
func (s *DescribePredictorBacktestExportJobInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DescribePredictorBacktestExportJobOutput ¶
type DescribePredictorBacktestExportJobOutput struct { // When the predictor backtest export job was created. CreationTime *time.Time `type:"timestamp"` // The destination for an export job. Provide an S3 path, an AWS Identity and // Access Management (IAM) role that allows Amazon Forecast to access the location, // and an AWS Key Management Service (KMS) key (optional). Destination *DataDestination `type:"structure"` // The last time the resource was modified. The timestamp depends on the status // of the job: // // * CREATE_PENDING - The CreationTime. // // * CREATE_IN_PROGRESS - The current timestamp. // // * CREATE_STOPPING - The current timestamp. // // * CREATE_STOPPED - When the job stopped. // // * ACTIVE or CREATE_FAILED - When the job finished or failed. LastModificationTime *time.Time `type:"timestamp"` // Information about any errors that may have occurred during the backtest export. Message *string `type:"string"` // The Amazon Resource Name (ARN) of the predictor. PredictorArn *string `type:"string"` // The Amazon Resource Name (ARN) of the predictor backtest export job. PredictorBacktestExportJobArn *string `type:"string"` // The name of the predictor backtest export job. PredictorBacktestExportJobName *string `min:"1" type:"string"` // The status of the predictor backtest export job. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * CREATE_STOPPING, CREATE_STOPPED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED Status *string `type:"string"` // contains filtered or unexported fields }
func (DescribePredictorBacktestExportJobOutput) GoString ¶
func (s DescribePredictorBacktestExportJobOutput) GoString() string
GoString returns the string representation
func (*DescribePredictorBacktestExportJobOutput) SetCreationTime ¶
func (s *DescribePredictorBacktestExportJobOutput) SetCreationTime(v time.Time) *DescribePredictorBacktestExportJobOutput
SetCreationTime sets the CreationTime field's value.
func (*DescribePredictorBacktestExportJobOutput) SetDestination ¶
func (s *DescribePredictorBacktestExportJobOutput) SetDestination(v *DataDestination) *DescribePredictorBacktestExportJobOutput
SetDestination sets the Destination field's value.
func (*DescribePredictorBacktestExportJobOutput) SetLastModificationTime ¶
func (s *DescribePredictorBacktestExportJobOutput) SetLastModificationTime(v time.Time) *DescribePredictorBacktestExportJobOutput
SetLastModificationTime sets the LastModificationTime field's value.
func (*DescribePredictorBacktestExportJobOutput) SetMessage ¶
func (s *DescribePredictorBacktestExportJobOutput) SetMessage(v string) *DescribePredictorBacktestExportJobOutput
SetMessage sets the Message field's value.
func (*DescribePredictorBacktestExportJobOutput) SetPredictorArn ¶
func (s *DescribePredictorBacktestExportJobOutput) SetPredictorArn(v string) *DescribePredictorBacktestExportJobOutput
SetPredictorArn sets the PredictorArn field's value.
func (*DescribePredictorBacktestExportJobOutput) SetPredictorBacktestExportJobArn ¶
func (s *DescribePredictorBacktestExportJobOutput) SetPredictorBacktestExportJobArn(v string) *DescribePredictorBacktestExportJobOutput
SetPredictorBacktestExportJobArn sets the PredictorBacktestExportJobArn field's value.
func (*DescribePredictorBacktestExportJobOutput) SetPredictorBacktestExportJobName ¶
func (s *DescribePredictorBacktestExportJobOutput) SetPredictorBacktestExportJobName(v string) *DescribePredictorBacktestExportJobOutput
SetPredictorBacktestExportJobName sets the PredictorBacktestExportJobName field's value.
func (*DescribePredictorBacktestExportJobOutput) SetStatus ¶
func (s *DescribePredictorBacktestExportJobOutput) SetStatus(v string) *DescribePredictorBacktestExportJobOutput
SetStatus sets the Status field's value.
func (DescribePredictorBacktestExportJobOutput) String ¶
func (s DescribePredictorBacktestExportJobOutput) String() string
String returns the string representation
type DescribePredictorInput ¶
type DescribePredictorInput struct { // The Amazon Resource Name (ARN) of the predictor that you want information // about. // // PredictorArn is a required field PredictorArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (DescribePredictorInput) GoString ¶
func (s DescribePredictorInput) GoString() string
GoString returns the string representation
func (*DescribePredictorInput) SetPredictorArn ¶
func (s *DescribePredictorInput) SetPredictorArn(v string) *DescribePredictorInput
SetPredictorArn sets the PredictorArn field's value.
func (DescribePredictorInput) String ¶
func (s DescribePredictorInput) String() string
String returns the string representation
func (*DescribePredictorInput) Validate ¶
func (s *DescribePredictorInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type DescribePredictorOutput ¶
type DescribePredictorOutput struct { // The Amazon Resource Name (ARN) of the algorithm used for model training. AlgorithmArn *string `type:"string"` // When PerformAutoML is specified, the ARN of the chosen algorithm. AutoMLAlgorithmArns []*string `type:"list"` // When the model training task was created. CreationTime *time.Time `type:"timestamp"` // An array of the ARNs of the dataset import jobs used to import training data // for the predictor. DatasetImportJobArns []*string `type:"list"` // An AWS Key Management Service (KMS) key and the AWS Identity and Access Management // (IAM) role that Amazon Forecast can assume to access the key. EncryptionConfig *EncryptionConfig `type:"structure"` // The estimated time in minutes for the predictor training job to complete. EstimatedTimeRemainingInMinutes *int64 `type:"long"` // Used to override the default evaluation parameters of the specified algorithm. // Amazon Forecast evaluates a predictor by splitting a dataset into training // data and testing data. The evaluation parameters define how to perform the // split and the number of iterations. EvaluationParameters *EvaluationParameters `type:"structure"` // The featurization configuration. FeaturizationConfig *FeaturizationConfig `type:"structure"` // The number of time-steps of the forecast. The forecast horizon is also called // the prediction length. ForecastHorizon *int64 `type:"integer"` // The forecast types used during predictor training. Default value is ["0.1","0.5","0.9"] ForecastTypes []*string `min:"1" type:"list"` // The hyperparameter override values for the algorithm. HPOConfig *HyperParameterTuningJobConfig `type:"structure"` // Describes the dataset group that contains the data to use to train the predictor. InputDataConfig *InputDataConfig `type:"structure"` // The last time the resource was modified. The timestamp depends on the status // of the job: // // * CREATE_PENDING - The CreationTime. // // * CREATE_IN_PROGRESS - The current timestamp. // // * CREATE_STOPPING - The current timestamp. // // * CREATE_STOPPED - When the job stopped. // // * ACTIVE or CREATE_FAILED - When the job finished or failed. LastModificationTime *time.Time `type:"timestamp"` // If an error occurred, an informational message about the error. Message *string `type:"string"` // Whether the predictor is set to perform AutoML. PerformAutoML *bool `type:"boolean"` // Whether the predictor is set to perform hyperparameter optimization (HPO). PerformHPO *bool `type:"boolean"` // The ARN of the predictor. PredictorArn *string `min:"1" type:"string"` // Details on the the status and results of the backtests performed to evaluate // the accuracy of the predictor. You specify the number of backtests to perform // when you call the operation. PredictorExecutionDetails *PredictorExecutionDetails `type:"structure"` // The name of the predictor. PredictorName *string `min:"1" type:"string"` // The status of the predictor. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED // // * CREATE_STOPPING, CREATE_STOPPED // // The Status of the predictor must be ACTIVE before you can use the predictor // to create a forecast. Status *string `type:"string"` // The default training parameters or overrides selected during model training. // When running AutoML or choosing HPO with CNN-QR or DeepAR+, the optimized // values for the chosen hyperparameters are returned. For more information, // see aws-forecast-choosing-recipes. TrainingParameters map[string]*string `type:"map"` // contains filtered or unexported fields }
func (DescribePredictorOutput) GoString ¶
func (s DescribePredictorOutput) GoString() string
GoString returns the string representation
func (*DescribePredictorOutput) SetAlgorithmArn ¶
func (s *DescribePredictorOutput) SetAlgorithmArn(v string) *DescribePredictorOutput
SetAlgorithmArn sets the AlgorithmArn field's value.
func (*DescribePredictorOutput) SetAutoMLAlgorithmArns ¶
func (s *DescribePredictorOutput) SetAutoMLAlgorithmArns(v []*string) *DescribePredictorOutput
SetAutoMLAlgorithmArns sets the AutoMLAlgorithmArns field's value.
func (*DescribePredictorOutput) SetCreationTime ¶
func (s *DescribePredictorOutput) SetCreationTime(v time.Time) *DescribePredictorOutput
SetCreationTime sets the CreationTime field's value.
func (*DescribePredictorOutput) SetDatasetImportJobArns ¶
func (s *DescribePredictorOutput) SetDatasetImportJobArns(v []*string) *DescribePredictorOutput
SetDatasetImportJobArns sets the DatasetImportJobArns field's value.
func (*DescribePredictorOutput) SetEncryptionConfig ¶
func (s *DescribePredictorOutput) SetEncryptionConfig(v *EncryptionConfig) *DescribePredictorOutput
SetEncryptionConfig sets the EncryptionConfig field's value.
func (*DescribePredictorOutput) SetEstimatedTimeRemainingInMinutes ¶
func (s *DescribePredictorOutput) SetEstimatedTimeRemainingInMinutes(v int64) *DescribePredictorOutput
SetEstimatedTimeRemainingInMinutes sets the EstimatedTimeRemainingInMinutes field's value.
func (*DescribePredictorOutput) SetEvaluationParameters ¶
func (s *DescribePredictorOutput) SetEvaluationParameters(v *EvaluationParameters) *DescribePredictorOutput
SetEvaluationParameters sets the EvaluationParameters field's value.
func (*DescribePredictorOutput) SetFeaturizationConfig ¶
func (s *DescribePredictorOutput) SetFeaturizationConfig(v *FeaturizationConfig) *DescribePredictorOutput
SetFeaturizationConfig sets the FeaturizationConfig field's value.
func (*DescribePredictorOutput) SetForecastHorizon ¶
func (s *DescribePredictorOutput) SetForecastHorizon(v int64) *DescribePredictorOutput
SetForecastHorizon sets the ForecastHorizon field's value.
func (*DescribePredictorOutput) SetForecastTypes ¶
func (s *DescribePredictorOutput) SetForecastTypes(v []*string) *DescribePredictorOutput
SetForecastTypes sets the ForecastTypes field's value.
func (*DescribePredictorOutput) SetHPOConfig ¶
func (s *DescribePredictorOutput) SetHPOConfig(v *HyperParameterTuningJobConfig) *DescribePredictorOutput
SetHPOConfig sets the HPOConfig field's value.
func (*DescribePredictorOutput) SetInputDataConfig ¶
func (s *DescribePredictorOutput) SetInputDataConfig(v *InputDataConfig) *DescribePredictorOutput
SetInputDataConfig sets the InputDataConfig field's value.
func (*DescribePredictorOutput) SetLastModificationTime ¶
func (s *DescribePredictorOutput) SetLastModificationTime(v time.Time) *DescribePredictorOutput
SetLastModificationTime sets the LastModificationTime field's value.
func (*DescribePredictorOutput) SetMessage ¶
func (s *DescribePredictorOutput) SetMessage(v string) *DescribePredictorOutput
SetMessage sets the Message field's value.
func (*DescribePredictorOutput) SetPerformAutoML ¶
func (s *DescribePredictorOutput) SetPerformAutoML(v bool) *DescribePredictorOutput
SetPerformAutoML sets the PerformAutoML field's value.
func (*DescribePredictorOutput) SetPerformHPO ¶
func (s *DescribePredictorOutput) SetPerformHPO(v bool) *DescribePredictorOutput
SetPerformHPO sets the PerformHPO field's value.
func (*DescribePredictorOutput) SetPredictorArn ¶
func (s *DescribePredictorOutput) SetPredictorArn(v string) *DescribePredictorOutput
SetPredictorArn sets the PredictorArn field's value.
func (*DescribePredictorOutput) SetPredictorExecutionDetails ¶
func (s *DescribePredictorOutput) SetPredictorExecutionDetails(v *PredictorExecutionDetails) *DescribePredictorOutput
SetPredictorExecutionDetails sets the PredictorExecutionDetails field's value.
func (*DescribePredictorOutput) SetPredictorName ¶
func (s *DescribePredictorOutput) SetPredictorName(v string) *DescribePredictorOutput
SetPredictorName sets the PredictorName field's value.
func (*DescribePredictorOutput) SetStatus ¶
func (s *DescribePredictorOutput) SetStatus(v string) *DescribePredictorOutput
SetStatus sets the Status field's value.
func (*DescribePredictorOutput) SetTrainingParameters ¶
func (s *DescribePredictorOutput) SetTrainingParameters(v map[string]*string) *DescribePredictorOutput
SetTrainingParameters sets the TrainingParameters field's value.
func (DescribePredictorOutput) String ¶
func (s DescribePredictorOutput) String() string
String returns the string representation
type EncryptionConfig ¶
type EncryptionConfig struct { // The Amazon Resource Name (ARN) of the KMS key. // // KMSKeyArn is a required field KMSKeyArn *string `type:"string" required:"true"` // The ARN of the IAM role that Amazon Forecast can assume to access the AWS // KMS key. // // Passing a role across AWS accounts is not allowed. If you pass a role that // isn't in your account, you get an InvalidInputException error. // // RoleArn is a required field RoleArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
An AWS Key Management Service (KMS) key and an AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the key. You can specify this optional object in the CreateDataset and CreatePredictor requests.
func (EncryptionConfig) GoString ¶
func (s EncryptionConfig) GoString() string
GoString returns the string representation
func (*EncryptionConfig) SetKMSKeyArn ¶
func (s *EncryptionConfig) SetKMSKeyArn(v string) *EncryptionConfig
SetKMSKeyArn sets the KMSKeyArn field's value.
func (*EncryptionConfig) SetRoleArn ¶
func (s *EncryptionConfig) SetRoleArn(v string) *EncryptionConfig
SetRoleArn sets the RoleArn field's value.
func (EncryptionConfig) String ¶
func (s EncryptionConfig) String() string
String returns the string representation
func (*EncryptionConfig) Validate ¶
func (s *EncryptionConfig) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type ErrorMetric ¶
type ErrorMetric struct { // The Forecast type used to compute WAPE and RMSE. ForecastType *string `type:"string"` // The root-mean-square error (RMSE). RMSE *float64 `type:"double"` // The weighted absolute percentage error (WAPE). WAPE *float64 `type:"double"` // contains filtered or unexported fields }
Provides detailed error metrics to evaluate the performance of a predictor. This object is part of the Metrics object.
func (ErrorMetric) GoString ¶
func (s ErrorMetric) GoString() string
GoString returns the string representation
func (*ErrorMetric) SetForecastType ¶
func (s *ErrorMetric) SetForecastType(v string) *ErrorMetric
SetForecastType sets the ForecastType field's value.
func (*ErrorMetric) SetRMSE ¶
func (s *ErrorMetric) SetRMSE(v float64) *ErrorMetric
SetRMSE sets the RMSE field's value.
func (*ErrorMetric) SetWAPE ¶
func (s *ErrorMetric) SetWAPE(v float64) *ErrorMetric
SetWAPE sets the WAPE field's value.
func (ErrorMetric) String ¶
func (s ErrorMetric) String() string
String returns the string representation
type EvaluationParameters ¶
type EvaluationParameters struct { // The point from the end of the dataset where you want to split the data for // model training and testing (evaluation). Specify the value as the number // of data points. The default is the value of the forecast horizon. BackTestWindowOffset // can be used to mimic a past virtual forecast start date. This value must // be greater than or equal to the forecast horizon and less than half of the // TARGET_TIME_SERIES dataset length. // // ForecastHorizon <= BackTestWindowOffset < 1/2 * TARGET_TIME_SERIES dataset // length BackTestWindowOffset *int64 `type:"integer"` // The number of times to split the input data. The default is 1. Valid values // are 1 through 5. NumberOfBacktestWindows *int64 `type:"integer"` // contains filtered or unexported fields }
Parameters that define how to split a dataset into training data and testing data, and the number of iterations to perform. These parameters are specified in the predefined algorithms but you can override them in the CreatePredictor request.
func (EvaluationParameters) GoString ¶
func (s EvaluationParameters) GoString() string
GoString returns the string representation
func (*EvaluationParameters) SetBackTestWindowOffset ¶
func (s *EvaluationParameters) SetBackTestWindowOffset(v int64) *EvaluationParameters
SetBackTestWindowOffset sets the BackTestWindowOffset field's value.
func (*EvaluationParameters) SetNumberOfBacktestWindows ¶
func (s *EvaluationParameters) SetNumberOfBacktestWindows(v int64) *EvaluationParameters
SetNumberOfBacktestWindows sets the NumberOfBacktestWindows field's value.
func (EvaluationParameters) String ¶
func (s EvaluationParameters) String() string
String returns the string representation
type EvaluationResult ¶
type EvaluationResult struct { // The Amazon Resource Name (ARN) of the algorithm that was evaluated. AlgorithmArn *string `type:"string"` // The array of test windows used for evaluating the algorithm. The NumberOfBacktestWindows // from the EvaluationParameters object determines the number of windows in // the array. TestWindows []*WindowSummary `type:"list"` // contains filtered or unexported fields }
The results of evaluating an algorithm. Returned as part of the GetAccuracyMetrics response.
func (EvaluationResult) GoString ¶
func (s EvaluationResult) GoString() string
GoString returns the string representation
func (*EvaluationResult) SetAlgorithmArn ¶
func (s *EvaluationResult) SetAlgorithmArn(v string) *EvaluationResult
SetAlgorithmArn sets the AlgorithmArn field's value.
func (*EvaluationResult) SetTestWindows ¶
func (s *EvaluationResult) SetTestWindows(v []*WindowSummary) *EvaluationResult
SetTestWindows sets the TestWindows field's value.
func (EvaluationResult) String ¶
func (s EvaluationResult) String() string
String returns the string representation
type Featurization ¶
type Featurization struct { // The name of the schema attribute that specifies the data field to be featurized. // Amazon Forecast supports the target field of the TARGET_TIME_SERIES and the // RELATED_TIME_SERIES datasets. For example, for the RETAIL domain, the target // is demand, and for the CUSTOM domain, the target is target_value. For more // information, see howitworks-missing-values. // // AttributeName is a required field AttributeName *string `min:"1" type:"string" required:"true"` // An array of one FeaturizationMethod object that specifies the feature transformation // method. FeaturizationPipeline []*FeaturizationMethod `min:"1" type:"list"` // contains filtered or unexported fields }
Provides featurization (transformation) information for a dataset field. This object is part of the FeaturizationConfig object.
For example:
{
"AttributeName": "demand",
FeaturizationPipeline [ {
"FeaturizationMethodName": "filling",
"FeaturizationMethodParameters": {"aggregation": "avg", "backfill": "nan"}
} ]
}
func (Featurization) GoString ¶
func (s Featurization) GoString() string
GoString returns the string representation
func (*Featurization) SetAttributeName ¶
func (s *Featurization) SetAttributeName(v string) *Featurization
SetAttributeName sets the AttributeName field's value.
func (*Featurization) SetFeaturizationPipeline ¶
func (s *Featurization) SetFeaturizationPipeline(v []*FeaturizationMethod) *Featurization
SetFeaturizationPipeline sets the FeaturizationPipeline field's value.
func (Featurization) String ¶
func (s Featurization) String() string
String returns the string representation
func (*Featurization) Validate ¶
func (s *Featurization) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type FeaturizationConfig ¶
type FeaturizationConfig struct { // An array of featurization (transformation) information for the fields of // a dataset. Featurizations []*Featurization `min:"1" type:"list"` // An array of dimension (field) names that specify how to group the generated // forecast. // // For example, suppose that you are generating a forecast for item sales across // all of your stores, and your dataset contains a store_id field. If you want // the sales forecast for each item by store, you would specify store_id as // the dimension. // // All forecast dimensions specified in the TARGET_TIME_SERIES dataset don't // need to be specified in the CreatePredictor request. All forecast dimensions // specified in the RELATED_TIME_SERIES dataset must be specified in the CreatePredictor // request. ForecastDimensions []*string `min:"1" type:"list"` // The frequency of predictions in a forecast. // // Valid intervals are Y (Year), M (Month), W (Week), D (Day), H (Hour), 30min // (30 minutes), 15min (15 minutes), 10min (10 minutes), 5min (5 minutes), and // 1min (1 minute). For example, "Y" indicates every year and "5min" indicates // every five minutes. // // The frequency must be greater than or equal to the TARGET_TIME_SERIES dataset // frequency. // // When a RELATED_TIME_SERIES dataset is provided, the frequency must be equal // to the RELATED_TIME_SERIES dataset frequency. // // ForecastFrequency is a required field ForecastFrequency *string `type:"string" required:"true"` // contains filtered or unexported fields }
In a CreatePredictor operation, the specified algorithm trains a model using the specified dataset group. You can optionally tell the operation to modify data fields prior to training a model. These modifications are referred to as featurization.
You define featurization using the FeaturizationConfig object. You specify an array of transformations, one for each field that you want to featurize. You then include the FeaturizationConfig object in your CreatePredictor request. Amazon Forecast applies the featurization to the TARGET_TIME_SERIES and RELATED_TIME_SERIES datasets before model training.
You can create multiple featurization configurations. For example, you might call the CreatePredictor operation twice by specifying different featurization configurations.
func (FeaturizationConfig) GoString ¶
func (s FeaturizationConfig) GoString() string
GoString returns the string representation
func (*FeaturizationConfig) SetFeaturizations ¶
func (s *FeaturizationConfig) SetFeaturizations(v []*Featurization) *FeaturizationConfig
SetFeaturizations sets the Featurizations field's value.
func (*FeaturizationConfig) SetForecastDimensions ¶
func (s *FeaturizationConfig) SetForecastDimensions(v []*string) *FeaturizationConfig
SetForecastDimensions sets the ForecastDimensions field's value.
func (*FeaturizationConfig) SetForecastFrequency ¶
func (s *FeaturizationConfig) SetForecastFrequency(v string) *FeaturizationConfig
SetForecastFrequency sets the ForecastFrequency field's value.
func (FeaturizationConfig) String ¶
func (s FeaturizationConfig) String() string
String returns the string representation
func (*FeaturizationConfig) Validate ¶
func (s *FeaturizationConfig) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type FeaturizationMethod ¶
type FeaturizationMethod struct { // The name of the method. The "filling" method is the only supported method. // // FeaturizationMethodName is a required field FeaturizationMethodName *string `type:"string" required:"true" enum:"FeaturizationMethodName"` // The method parameters (key-value pairs), which are a map of override parameters. // Specify these parameters to override the default values. Related Time Series // attributes do not accept aggregation parameters. // // The following list shows the parameters and their valid values for the "filling" // featurization method for a Target Time Series dataset. Bold signifies the // default value. // // * aggregation: sum, avg, first, min, max // // * frontfill: none // // * middlefill: zero, nan (not a number), value, median, mean, min, max // // * backfill: zero, nan, value, median, mean, min, max // // The following list shows the parameters and their valid values for a Related // Time Series featurization method (there are no defaults): // // * middlefill: zero, value, median, mean, min, max // // * backfill: zero, value, median, mean, min, max // // * futurefill: zero, value, median, mean, min, max // // To set a filling method to a specific value, set the fill parameter to value // and define the value in a corresponding _value parameter. For example, to // set backfilling to a value of 2, include the following: "backfill": "value" // and "backfill_value":"2". FeaturizationMethodParameters map[string]*string `min:"1" type:"map"` // contains filtered or unexported fields }
Provides information about the method that featurizes (transforms) a dataset field. The method is part of the FeaturizationPipeline of the Featurization object.
The following is an example of how you specify a FeaturizationMethod object.
{
"FeaturizationMethodName": "filling",
"FeaturizationMethodParameters": {"aggregation": "sum", "middlefill": "zero", "backfill": "zero"}
}
func (FeaturizationMethod) GoString ¶
func (s FeaturizationMethod) GoString() string
GoString returns the string representation
func (*FeaturizationMethod) SetFeaturizationMethodName ¶
func (s *FeaturizationMethod) SetFeaturizationMethodName(v string) *FeaturizationMethod
SetFeaturizationMethodName sets the FeaturizationMethodName field's value.
func (*FeaturizationMethod) SetFeaturizationMethodParameters ¶
func (s *FeaturizationMethod) SetFeaturizationMethodParameters(v map[string]*string) *FeaturizationMethod
SetFeaturizationMethodParameters sets the FeaturizationMethodParameters field's value.
func (FeaturizationMethod) String ¶
func (s FeaturizationMethod) String() string
String returns the string representation
func (*FeaturizationMethod) Validate ¶
func (s *FeaturizationMethod) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type Filter ¶
type Filter struct { // The condition to apply. To include the objects that match the statement, // specify IS. To exclude matching objects, specify IS_NOT. // // Condition is a required field Condition *string `type:"string" required:"true" enum:"FilterConditionString"` // The name of the parameter to filter on. // // Key is a required field Key *string `type:"string" required:"true"` // The value to match. // // Value is a required field Value *string `type:"string" required:"true"` // contains filtered or unexported fields }
Describes a filter for choosing a subset of objects. Each filter consists of a condition and a match statement. The condition is either IS or IS_NOT, which specifies whether to include or exclude the objects that match the statement, respectively. The match statement consists of a key and a value.
func (*Filter) SetCondition ¶
SetCondition sets the Condition field's value.
type ForecastExportJobSummary ¶
type ForecastExportJobSummary struct { // When the forecast export job was created. CreationTime *time.Time `type:"timestamp"` // The path to the Amazon Simple Storage Service (Amazon S3) bucket where the // forecast is exported. Destination *DataDestination `type:"structure"` // The Amazon Resource Name (ARN) of the forecast export job. ForecastExportJobArn *string `type:"string"` // The name of the forecast export job. ForecastExportJobName *string `min:"1" type:"string"` // The last time the resource was modified. The timestamp depends on the status // of the job: // // * CREATE_PENDING - The CreationTime. // // * CREATE_IN_PROGRESS - The current timestamp. // // * CREATE_STOPPING - The current timestamp. // // * CREATE_STOPPED - When the job stopped. // // * ACTIVE or CREATE_FAILED - When the job finished or failed. LastModificationTime *time.Time `type:"timestamp"` // If an error occurred, an informational message about the error. Message *string `type:"string"` // The status of the forecast export job. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * CREATE_STOPPING, CREATE_STOPPED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED // // The Status of the forecast export job must be ACTIVE before you can access // the forecast in your S3 bucket. Status *string `type:"string"` // contains filtered or unexported fields }
Provides a summary of the forecast export job properties used in the ListForecastExportJobs operation. To get the complete set of properties, call the DescribeForecastExportJob operation, and provide the listed ForecastExportJobArn.
func (ForecastExportJobSummary) GoString ¶
func (s ForecastExportJobSummary) GoString() string
GoString returns the string representation
func (*ForecastExportJobSummary) SetCreationTime ¶
func (s *ForecastExportJobSummary) SetCreationTime(v time.Time) *ForecastExportJobSummary
SetCreationTime sets the CreationTime field's value.
func (*ForecastExportJobSummary) SetDestination ¶
func (s *ForecastExportJobSummary) SetDestination(v *DataDestination) *ForecastExportJobSummary
SetDestination sets the Destination field's value.
func (*ForecastExportJobSummary) SetForecastExportJobArn ¶
func (s *ForecastExportJobSummary) SetForecastExportJobArn(v string) *ForecastExportJobSummary
SetForecastExportJobArn sets the ForecastExportJobArn field's value.
func (*ForecastExportJobSummary) SetForecastExportJobName ¶
func (s *ForecastExportJobSummary) SetForecastExportJobName(v string) *ForecastExportJobSummary
SetForecastExportJobName sets the ForecastExportJobName field's value.
func (*ForecastExportJobSummary) SetLastModificationTime ¶
func (s *ForecastExportJobSummary) SetLastModificationTime(v time.Time) *ForecastExportJobSummary
SetLastModificationTime sets the LastModificationTime field's value.
func (*ForecastExportJobSummary) SetMessage ¶
func (s *ForecastExportJobSummary) SetMessage(v string) *ForecastExportJobSummary
SetMessage sets the Message field's value.
func (*ForecastExportJobSummary) SetStatus ¶
func (s *ForecastExportJobSummary) SetStatus(v string) *ForecastExportJobSummary
SetStatus sets the Status field's value.
func (ForecastExportJobSummary) String ¶
func (s ForecastExportJobSummary) String() string
String returns the string representation
type ForecastService ¶
ForecastService provides the API operation methods for making requests to Amazon Forecast Service. See this package's package overview docs for details on the service.
ForecastService methods are safe to use concurrently. It is not safe to modify mutate any of the struct's properties though.
func New ¶
func New(p client.ConfigProvider, cfgs ...*aws.Config) *ForecastService
New creates a new instance of the ForecastService client with a session. If additional configuration is needed for the client instance use the optional aws.Config parameter to add your extra config.
Example:
mySession := session.Must(session.NewSession()) // Create a ForecastService client from just a session. svc := forecastservice.New(mySession) // Create a ForecastService client with additional configuration svc := forecastservice.New(mySession, aws.NewConfig().WithRegion("us-west-2"))
func (*ForecastService) CreateDataset ¶
func (c *ForecastService) CreateDataset(input *CreateDatasetInput) (*CreateDatasetOutput, error)
CreateDataset API operation for Amazon Forecast Service.
Creates an Amazon Forecast dataset. The information about the dataset that you provide helps Forecast understand how to consume the data for model training. This includes the following:
DataFrequency - How frequently your historical time-series data is collected.
Domain and DatasetType - Each dataset has an associated dataset domain and a type within the domain. Amazon Forecast provides a list of predefined domains and types within each domain. For each unique dataset domain and type within the domain, Amazon Forecast requires your data to include a minimum set of predefined fields.
Schema - A schema specifies the fields in the dataset, including the field name and data type.
After creating a dataset, you import your training data into it and add the dataset to a dataset group. You use the dataset group to create a predictor. For more information, see howitworks-datasets-groups.
To get a list of all your datasets, use the ListDatasets operation.
For example Forecast datasets, see the Amazon Forecast Sample GitHub repository (https://github.com/aws-samples/amazon-forecast-samples).
The Status of a dataset must be ACTIVE before you can import training data. Use the DescribeDataset operation to get the status.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation CreateDataset for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
LimitExceededException The limit on the number of resources per account has been exceeded.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreateDataset
func (*ForecastService) CreateDatasetGroup ¶
func (c *ForecastService) CreateDatasetGroup(input *CreateDatasetGroupInput) (*CreateDatasetGroupOutput, error)
CreateDatasetGroup API operation for Amazon Forecast Service.
Creates a dataset group, which holds a collection of related datasets. You can add datasets to the dataset group when you create the dataset group, or later by using the UpdateDatasetGroup operation.
After creating a dataset group and adding datasets, you use the dataset group when you create a predictor. For more information, see howitworks-datasets-groups.
To get a list of all your datasets groups, use the ListDatasetGroups operation.
The Status of a dataset group must be ACTIVE before you can use the dataset group to create a predictor. To get the status, use the DescribeDatasetGroup operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation CreateDatasetGroup for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
LimitExceededException The limit on the number of resources per account has been exceeded.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreateDatasetGroup
func (*ForecastService) CreateDatasetGroupRequest ¶
func (c *ForecastService) CreateDatasetGroupRequest(input *CreateDatasetGroupInput) (req *request.Request, output *CreateDatasetGroupOutput)
CreateDatasetGroupRequest generates a "aws/request.Request" representing the client's request for the CreateDatasetGroup operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See CreateDatasetGroup for more information on using the CreateDatasetGroup API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the CreateDatasetGroupRequest method. req, resp := client.CreateDatasetGroupRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreateDatasetGroup
func (*ForecastService) CreateDatasetGroupWithContext ¶
func (c *ForecastService) CreateDatasetGroupWithContext(ctx aws.Context, input *CreateDatasetGroupInput, opts ...request.Option) (*CreateDatasetGroupOutput, error)
CreateDatasetGroupWithContext is the same as CreateDatasetGroup with the addition of the ability to pass a context and additional request options.
See CreateDatasetGroup for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) CreateDatasetImportJob ¶
func (c *ForecastService) CreateDatasetImportJob(input *CreateDatasetImportJobInput) (*CreateDatasetImportJobOutput, error)
CreateDatasetImportJob API operation for Amazon Forecast Service.
Imports your training data to an Amazon Forecast dataset. You provide the location of your training data in an Amazon Simple Storage Service (Amazon S3) bucket and the Amazon Resource Name (ARN) of the dataset that you want to import the data to.
You must specify a DataSource object that includes an AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the data, as Amazon Forecast makes a copy of your data and processes it in an internal AWS system. For more information, see aws-forecast-iam-roles.
The training data must be in CSV format. The delimiter must be a comma (,).
You can specify the path to a specific CSV file, the S3 bucket, or to a folder in the S3 bucket. For the latter two cases, Amazon Forecast imports all files up to the limit of 10,000 files.
Because dataset imports are not aggregated, your most recent dataset import is the one that is used when training a predictor or generating a forecast. Make sure that your most recent dataset import contains all of the data you want to model off of, and not just the new data collected since the previous import.
To get a list of all your dataset import jobs, filtered by specified criteria, use the ListDatasetImportJobs operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation CreateDatasetImportJob for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
LimitExceededException The limit on the number of resources per account has been exceeded.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreateDatasetImportJob
func (*ForecastService) CreateDatasetImportJobRequest ¶
func (c *ForecastService) CreateDatasetImportJobRequest(input *CreateDatasetImportJobInput) (req *request.Request, output *CreateDatasetImportJobOutput)
CreateDatasetImportJobRequest generates a "aws/request.Request" representing the client's request for the CreateDatasetImportJob operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See CreateDatasetImportJob for more information on using the CreateDatasetImportJob API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the CreateDatasetImportJobRequest method. req, resp := client.CreateDatasetImportJobRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreateDatasetImportJob
func (*ForecastService) CreateDatasetImportJobWithContext ¶
func (c *ForecastService) CreateDatasetImportJobWithContext(ctx aws.Context, input *CreateDatasetImportJobInput, opts ...request.Option) (*CreateDatasetImportJobOutput, error)
CreateDatasetImportJobWithContext is the same as CreateDatasetImportJob with the addition of the ability to pass a context and additional request options.
See CreateDatasetImportJob for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) CreateDatasetRequest ¶
func (c *ForecastService) CreateDatasetRequest(input *CreateDatasetInput) (req *request.Request, output *CreateDatasetOutput)
CreateDatasetRequest generates a "aws/request.Request" representing the client's request for the CreateDataset operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See CreateDataset for more information on using the CreateDataset API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the CreateDatasetRequest method. req, resp := client.CreateDatasetRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreateDataset
func (*ForecastService) CreateDatasetWithContext ¶
func (c *ForecastService) CreateDatasetWithContext(ctx aws.Context, input *CreateDatasetInput, opts ...request.Option) (*CreateDatasetOutput, error)
CreateDatasetWithContext is the same as CreateDataset with the addition of the ability to pass a context and additional request options.
See CreateDataset for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) CreateForecast ¶
func (c *ForecastService) CreateForecast(input *CreateForecastInput) (*CreateForecastOutput, error)
CreateForecast API operation for Amazon Forecast Service.
Creates a forecast for each item in the TARGET_TIME_SERIES dataset that was used to train the predictor. This is known as inference. To retrieve the forecast for a single item at low latency, use the operation. To export the complete forecast into your Amazon Simple Storage Service (Amazon S3) bucket, use the CreateForecastExportJob operation.
The range of the forecast is determined by the ForecastHorizon value, which you specify in the CreatePredictor request. When you query a forecast, you can request a specific date range within the forecast.
To get a list of all your forecasts, use the ListForecasts operation.
The forecasts generated by Amazon Forecast are in the same time zone as the dataset that was used to create the predictor.
For more information, see howitworks-forecast.
The Status of the forecast must be ACTIVE before you can query or export the forecast. Use the DescribeForecast operation to get the status.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation CreateForecast for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
LimitExceededException The limit on the number of resources per account has been exceeded.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreateForecast
func (*ForecastService) CreateForecastExportJob ¶
func (c *ForecastService) CreateForecastExportJob(input *CreateForecastExportJobInput) (*CreateForecastExportJobOutput, error)
CreateForecastExportJob API operation for Amazon Forecast Service.
Exports a forecast created by the CreateForecast operation to your Amazon Simple Storage Service (Amazon S3) bucket. The forecast file name will match the following conventions:
<ForecastExportJobName>_<ExportTimestamp>_<PartNumber>
where the <ExportTimestamp> component is in Java SimpleDateFormat (yyyy-MM-ddTHH-mm-ssZ).
You must specify a DataDestination object that includes an AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the Amazon S3 bucket. For more information, see aws-forecast-iam-roles.
For more information, see howitworks-forecast.
To get a list of all your forecast export jobs, use the ListForecastExportJobs operation.
The Status of the forecast export job must be ACTIVE before you can access the forecast in your Amazon S3 bucket. To get the status, use the DescribeForecastExportJob operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation CreateForecastExportJob for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
LimitExceededException The limit on the number of resources per account has been exceeded.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreateForecastExportJob
func (*ForecastService) CreateForecastExportJobRequest ¶
func (c *ForecastService) CreateForecastExportJobRequest(input *CreateForecastExportJobInput) (req *request.Request, output *CreateForecastExportJobOutput)
CreateForecastExportJobRequest generates a "aws/request.Request" representing the client's request for the CreateForecastExportJob operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See CreateForecastExportJob for more information on using the CreateForecastExportJob API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the CreateForecastExportJobRequest method. req, resp := client.CreateForecastExportJobRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreateForecastExportJob
func (*ForecastService) CreateForecastExportJobWithContext ¶
func (c *ForecastService) CreateForecastExportJobWithContext(ctx aws.Context, input *CreateForecastExportJobInput, opts ...request.Option) (*CreateForecastExportJobOutput, error)
CreateForecastExportJobWithContext is the same as CreateForecastExportJob with the addition of the ability to pass a context and additional request options.
See CreateForecastExportJob for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) CreateForecastRequest ¶
func (c *ForecastService) CreateForecastRequest(input *CreateForecastInput) (req *request.Request, output *CreateForecastOutput)
CreateForecastRequest generates a "aws/request.Request" representing the client's request for the CreateForecast operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See CreateForecast for more information on using the CreateForecast API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the CreateForecastRequest method. req, resp := client.CreateForecastRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreateForecast
func (*ForecastService) CreateForecastWithContext ¶
func (c *ForecastService) CreateForecastWithContext(ctx aws.Context, input *CreateForecastInput, opts ...request.Option) (*CreateForecastOutput, error)
CreateForecastWithContext is the same as CreateForecast with the addition of the ability to pass a context and additional request options.
See CreateForecast for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) CreatePredictor ¶
func (c *ForecastService) CreatePredictor(input *CreatePredictorInput) (*CreatePredictorOutput, error)
CreatePredictor API operation for Amazon Forecast Service.
Creates an Amazon Forecast predictor.
In the request, provide a dataset group and either specify an algorithm or let Amazon Forecast choose an algorithm for you using AutoML. If you specify an algorithm, you also can override algorithm-specific hyperparameters.
Amazon Forecast uses the algorithm to train a predictor using the latest version of the datasets in the specified dataset group. You can then generate a forecast using the CreateForecast operation.
To see the evaluation metrics, use the GetAccuracyMetrics operation.
You can specify a featurization configuration to fill and aggregate the data fields in the TARGET_TIME_SERIES dataset to improve model training. For more information, see FeaturizationConfig.
For RELATED_TIME_SERIES datasets, CreatePredictor verifies that the DataFrequency specified when the dataset was created matches the ForecastFrequency. TARGET_TIME_SERIES datasets don't have this restriction. Amazon Forecast also verifies the delimiter and timestamp format. For more information, see howitworks-datasets-groups.
By default, predictors are trained and evaluated at the 0.1 (P10), 0.5 (P50), and 0.9 (P90) quantiles. You can choose custom forecast types to train and evaluate your predictor by setting the ForecastTypes.
AutoML ¶
If you want Amazon Forecast to evaluate each algorithm and choose the one that minimizes the objective function, set PerformAutoML to true. The objective function is defined as the mean of the weighted losses over the forecast types. By default, these are the p10, p50, and p90 quantile losses. For more information, see EvaluationResult.
When AutoML is enabled, the following properties are disallowed:
AlgorithmArn
HPOConfig
PerformHPO
TrainingParameters
To get a list of all of your predictors, use the ListPredictors operation.
Before you can use the predictor to create a forecast, the Status of the predictor must be ACTIVE, signifying that training has completed. To get the status, use the DescribePredictor operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation CreatePredictor for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
LimitExceededException The limit on the number of resources per account has been exceeded.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreatePredictor
func (*ForecastService) CreatePredictorBacktestExportJob ¶
func (c *ForecastService) CreatePredictorBacktestExportJob(input *CreatePredictorBacktestExportJobInput) (*CreatePredictorBacktestExportJobOutput, error)
CreatePredictorBacktestExportJob API operation for Amazon Forecast Service.
Exports backtest forecasts and accuracy metrics generated by the CreatePredictor operation. Two folders containing CSV files are exported to your specified S3 bucket.
The export file names will match the following conventions:
<ExportJobName>_<ExportTimestamp>_<PartNumber>.csv
The <ExportTimestamp> component is in Java SimpleDate format (yyyy-MM-ddTHH-mm-ssZ).
You must specify a DataDestination object that includes an Amazon S3 bucket and an AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the Amazon S3 bucket. For more information, see aws-forecast-iam-roles.
The Status of the export job must be ACTIVE before you can access the export in your Amazon S3 bucket. To get the status, use the DescribePredictorBacktestExportJob operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation CreatePredictorBacktestExportJob for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceAlreadyExistsException There is already a resource with this name. Try again with a different name.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
LimitExceededException The limit on the number of resources per account has been exceeded.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreatePredictorBacktestExportJob
func (*ForecastService) CreatePredictorBacktestExportJobRequest ¶
func (c *ForecastService) CreatePredictorBacktestExportJobRequest(input *CreatePredictorBacktestExportJobInput) (req *request.Request, output *CreatePredictorBacktestExportJobOutput)
CreatePredictorBacktestExportJobRequest generates a "aws/request.Request" representing the client's request for the CreatePredictorBacktestExportJob operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See CreatePredictorBacktestExportJob for more information on using the CreatePredictorBacktestExportJob API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the CreatePredictorBacktestExportJobRequest method. req, resp := client.CreatePredictorBacktestExportJobRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreatePredictorBacktestExportJob
func (*ForecastService) CreatePredictorBacktestExportJobWithContext ¶
func (c *ForecastService) CreatePredictorBacktestExportJobWithContext(ctx aws.Context, input *CreatePredictorBacktestExportJobInput, opts ...request.Option) (*CreatePredictorBacktestExportJobOutput, error)
CreatePredictorBacktestExportJobWithContext is the same as CreatePredictorBacktestExportJob with the addition of the ability to pass a context and additional request options.
See CreatePredictorBacktestExportJob for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) CreatePredictorRequest ¶
func (c *ForecastService) CreatePredictorRequest(input *CreatePredictorInput) (req *request.Request, output *CreatePredictorOutput)
CreatePredictorRequest generates a "aws/request.Request" representing the client's request for the CreatePredictor operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See CreatePredictor for more information on using the CreatePredictor API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the CreatePredictorRequest method. req, resp := client.CreatePredictorRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/CreatePredictor
func (*ForecastService) CreatePredictorWithContext ¶
func (c *ForecastService) CreatePredictorWithContext(ctx aws.Context, input *CreatePredictorInput, opts ...request.Option) (*CreatePredictorOutput, error)
CreatePredictorWithContext is the same as CreatePredictor with the addition of the ability to pass a context and additional request options.
See CreatePredictor for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DeleteDataset ¶
func (c *ForecastService) DeleteDataset(input *DeleteDatasetInput) (*DeleteDatasetOutput, error)
DeleteDataset API operation for Amazon Forecast Service.
Deletes an Amazon Forecast dataset that was created using the CreateDataset operation. You can only delete datasets that have a status of ACTIVE or CREATE_FAILED. To get the status use the DescribeDataset operation.
Forecast does not automatically update any dataset groups that contain the deleted dataset. In order to update the dataset group, use the operation, omitting the deleted dataset's ARN.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DeleteDataset for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeleteDataset
func (*ForecastService) DeleteDatasetGroup ¶
func (c *ForecastService) DeleteDatasetGroup(input *DeleteDatasetGroupInput) (*DeleteDatasetGroupOutput, error)
DeleteDatasetGroup API operation for Amazon Forecast Service.
Deletes a dataset group created using the CreateDatasetGroup operation. You can only delete dataset groups that have a status of ACTIVE, CREATE_FAILED, or UPDATE_FAILED. To get the status, use the DescribeDatasetGroup operation.
This operation deletes only the dataset group, not the datasets in the group.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DeleteDatasetGroup for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeleteDatasetGroup
func (*ForecastService) DeleteDatasetGroupRequest ¶
func (c *ForecastService) DeleteDatasetGroupRequest(input *DeleteDatasetGroupInput) (req *request.Request, output *DeleteDatasetGroupOutput)
DeleteDatasetGroupRequest generates a "aws/request.Request" representing the client's request for the DeleteDatasetGroup operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DeleteDatasetGroup for more information on using the DeleteDatasetGroup API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DeleteDatasetGroupRequest method. req, resp := client.DeleteDatasetGroupRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeleteDatasetGroup
func (*ForecastService) DeleteDatasetGroupWithContext ¶
func (c *ForecastService) DeleteDatasetGroupWithContext(ctx aws.Context, input *DeleteDatasetGroupInput, opts ...request.Option) (*DeleteDatasetGroupOutput, error)
DeleteDatasetGroupWithContext is the same as DeleteDatasetGroup with the addition of the ability to pass a context and additional request options.
See DeleteDatasetGroup for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DeleteDatasetImportJob ¶
func (c *ForecastService) DeleteDatasetImportJob(input *DeleteDatasetImportJobInput) (*DeleteDatasetImportJobOutput, error)
DeleteDatasetImportJob API operation for Amazon Forecast Service.
Deletes a dataset import job created using the CreateDatasetImportJob operation. You can delete only dataset import jobs that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeDatasetImportJob operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DeleteDatasetImportJob for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeleteDatasetImportJob
func (*ForecastService) DeleteDatasetImportJobRequest ¶
func (c *ForecastService) DeleteDatasetImportJobRequest(input *DeleteDatasetImportJobInput) (req *request.Request, output *DeleteDatasetImportJobOutput)
DeleteDatasetImportJobRequest generates a "aws/request.Request" representing the client's request for the DeleteDatasetImportJob operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DeleteDatasetImportJob for more information on using the DeleteDatasetImportJob API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DeleteDatasetImportJobRequest method. req, resp := client.DeleteDatasetImportJobRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeleteDatasetImportJob
func (*ForecastService) DeleteDatasetImportJobWithContext ¶
func (c *ForecastService) DeleteDatasetImportJobWithContext(ctx aws.Context, input *DeleteDatasetImportJobInput, opts ...request.Option) (*DeleteDatasetImportJobOutput, error)
DeleteDatasetImportJobWithContext is the same as DeleteDatasetImportJob with the addition of the ability to pass a context and additional request options.
See DeleteDatasetImportJob for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DeleteDatasetRequest ¶
func (c *ForecastService) DeleteDatasetRequest(input *DeleteDatasetInput) (req *request.Request, output *DeleteDatasetOutput)
DeleteDatasetRequest generates a "aws/request.Request" representing the client's request for the DeleteDataset operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DeleteDataset for more information on using the DeleteDataset API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DeleteDatasetRequest method. req, resp := client.DeleteDatasetRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeleteDataset
func (*ForecastService) DeleteDatasetWithContext ¶
func (c *ForecastService) DeleteDatasetWithContext(ctx aws.Context, input *DeleteDatasetInput, opts ...request.Option) (*DeleteDatasetOutput, error)
DeleteDatasetWithContext is the same as DeleteDataset with the addition of the ability to pass a context and additional request options.
See DeleteDataset for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DeleteForecast ¶
func (c *ForecastService) DeleteForecast(input *DeleteForecastInput) (*DeleteForecastOutput, error)
DeleteForecast API operation for Amazon Forecast Service.
Deletes a forecast created using the CreateForecast operation. You can delete only forecasts that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeForecast operation.
You can't delete a forecast while it is being exported. After a forecast is deleted, you can no longer query the forecast.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DeleteForecast for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeleteForecast
func (*ForecastService) DeleteForecastExportJob ¶
func (c *ForecastService) DeleteForecastExportJob(input *DeleteForecastExportJobInput) (*DeleteForecastExportJobOutput, error)
DeleteForecastExportJob API operation for Amazon Forecast Service.
Deletes a forecast export job created using the CreateForecastExportJob operation. You can delete only export jobs that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribeForecastExportJob operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DeleteForecastExportJob for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeleteForecastExportJob
func (*ForecastService) DeleteForecastExportJobRequest ¶
func (c *ForecastService) DeleteForecastExportJobRequest(input *DeleteForecastExportJobInput) (req *request.Request, output *DeleteForecastExportJobOutput)
DeleteForecastExportJobRequest generates a "aws/request.Request" representing the client's request for the DeleteForecastExportJob operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DeleteForecastExportJob for more information on using the DeleteForecastExportJob API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DeleteForecastExportJobRequest method. req, resp := client.DeleteForecastExportJobRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeleteForecastExportJob
func (*ForecastService) DeleteForecastExportJobWithContext ¶
func (c *ForecastService) DeleteForecastExportJobWithContext(ctx aws.Context, input *DeleteForecastExportJobInput, opts ...request.Option) (*DeleteForecastExportJobOutput, error)
DeleteForecastExportJobWithContext is the same as DeleteForecastExportJob with the addition of the ability to pass a context and additional request options.
See DeleteForecastExportJob for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DeleteForecastRequest ¶
func (c *ForecastService) DeleteForecastRequest(input *DeleteForecastInput) (req *request.Request, output *DeleteForecastOutput)
DeleteForecastRequest generates a "aws/request.Request" representing the client's request for the DeleteForecast operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DeleteForecast for more information on using the DeleteForecast API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DeleteForecastRequest method. req, resp := client.DeleteForecastRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeleteForecast
func (*ForecastService) DeleteForecastWithContext ¶
func (c *ForecastService) DeleteForecastWithContext(ctx aws.Context, input *DeleteForecastInput, opts ...request.Option) (*DeleteForecastOutput, error)
DeleteForecastWithContext is the same as DeleteForecast with the addition of the ability to pass a context and additional request options.
See DeleteForecast for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DeletePredictor ¶
func (c *ForecastService) DeletePredictor(input *DeletePredictorInput) (*DeletePredictorOutput, error)
DeletePredictor API operation for Amazon Forecast Service.
Deletes a predictor created using the CreatePredictor operation. You can delete only predictor that have a status of ACTIVE or CREATE_FAILED. To get the status, use the DescribePredictor operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DeletePredictor for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeletePredictor
func (*ForecastService) DeletePredictorBacktestExportJob ¶
func (c *ForecastService) DeletePredictorBacktestExportJob(input *DeletePredictorBacktestExportJobInput) (*DeletePredictorBacktestExportJobOutput, error)
DeletePredictorBacktestExportJob API operation for Amazon Forecast Service.
Deletes a predictor backtest export job.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DeletePredictorBacktestExportJob for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeletePredictorBacktestExportJob
func (*ForecastService) DeletePredictorBacktestExportJobRequest ¶
func (c *ForecastService) DeletePredictorBacktestExportJobRequest(input *DeletePredictorBacktestExportJobInput) (req *request.Request, output *DeletePredictorBacktestExportJobOutput)
DeletePredictorBacktestExportJobRequest generates a "aws/request.Request" representing the client's request for the DeletePredictorBacktestExportJob operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DeletePredictorBacktestExportJob for more information on using the DeletePredictorBacktestExportJob API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DeletePredictorBacktestExportJobRequest method. req, resp := client.DeletePredictorBacktestExportJobRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeletePredictorBacktestExportJob
func (*ForecastService) DeletePredictorBacktestExportJobWithContext ¶
func (c *ForecastService) DeletePredictorBacktestExportJobWithContext(ctx aws.Context, input *DeletePredictorBacktestExportJobInput, opts ...request.Option) (*DeletePredictorBacktestExportJobOutput, error)
DeletePredictorBacktestExportJobWithContext is the same as DeletePredictorBacktestExportJob with the addition of the ability to pass a context and additional request options.
See DeletePredictorBacktestExportJob for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DeletePredictorRequest ¶
func (c *ForecastService) DeletePredictorRequest(input *DeletePredictorInput) (req *request.Request, output *DeletePredictorOutput)
DeletePredictorRequest generates a "aws/request.Request" representing the client's request for the DeletePredictor operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DeletePredictor for more information on using the DeletePredictor API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DeletePredictorRequest method. req, resp := client.DeletePredictorRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DeletePredictor
func (*ForecastService) DeletePredictorWithContext ¶
func (c *ForecastService) DeletePredictorWithContext(ctx aws.Context, input *DeletePredictorInput, opts ...request.Option) (*DeletePredictorOutput, error)
DeletePredictorWithContext is the same as DeletePredictor with the addition of the ability to pass a context and additional request options.
See DeletePredictor for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DescribeDataset ¶
func (c *ForecastService) DescribeDataset(input *DescribeDatasetInput) (*DescribeDatasetOutput, error)
DescribeDataset API operation for Amazon Forecast Service.
Describes an Amazon Forecast dataset created using the CreateDataset operation.
In addition to listing the parameters specified in the CreateDataset request, this operation includes the following dataset properties:
CreationTime
LastModificationTime
Status
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DescribeDataset for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribeDataset
func (*ForecastService) DescribeDatasetGroup ¶
func (c *ForecastService) DescribeDatasetGroup(input *DescribeDatasetGroupInput) (*DescribeDatasetGroupOutput, error)
DescribeDatasetGroup API operation for Amazon Forecast Service.
Describes a dataset group created using the CreateDatasetGroup operation.
In addition to listing the parameters provided in the CreateDatasetGroup request, this operation includes the following properties:
DatasetArns - The datasets belonging to the group.
CreationTime
LastModificationTime
Status
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DescribeDatasetGroup for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribeDatasetGroup
func (*ForecastService) DescribeDatasetGroupRequest ¶
func (c *ForecastService) DescribeDatasetGroupRequest(input *DescribeDatasetGroupInput) (req *request.Request, output *DescribeDatasetGroupOutput)
DescribeDatasetGroupRequest generates a "aws/request.Request" representing the client's request for the DescribeDatasetGroup operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DescribeDatasetGroup for more information on using the DescribeDatasetGroup API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DescribeDatasetGroupRequest method. req, resp := client.DescribeDatasetGroupRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribeDatasetGroup
func (*ForecastService) DescribeDatasetGroupWithContext ¶
func (c *ForecastService) DescribeDatasetGroupWithContext(ctx aws.Context, input *DescribeDatasetGroupInput, opts ...request.Option) (*DescribeDatasetGroupOutput, error)
DescribeDatasetGroupWithContext is the same as DescribeDatasetGroup with the addition of the ability to pass a context and additional request options.
See DescribeDatasetGroup for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DescribeDatasetImportJob ¶
func (c *ForecastService) DescribeDatasetImportJob(input *DescribeDatasetImportJobInput) (*DescribeDatasetImportJobOutput, error)
DescribeDatasetImportJob API operation for Amazon Forecast Service.
Describes a dataset import job created using the CreateDatasetImportJob operation.
In addition to listing the parameters provided in the CreateDatasetImportJob request, this operation includes the following properties:
CreationTime
LastModificationTime
DataSize
FieldStatistics
Status
Message - If an error occurred, information about the error.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DescribeDatasetImportJob for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribeDatasetImportJob
func (*ForecastService) DescribeDatasetImportJobRequest ¶
func (c *ForecastService) DescribeDatasetImportJobRequest(input *DescribeDatasetImportJobInput) (req *request.Request, output *DescribeDatasetImportJobOutput)
DescribeDatasetImportJobRequest generates a "aws/request.Request" representing the client's request for the DescribeDatasetImportJob operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DescribeDatasetImportJob for more information on using the DescribeDatasetImportJob API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DescribeDatasetImportJobRequest method. req, resp := client.DescribeDatasetImportJobRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribeDatasetImportJob
func (*ForecastService) DescribeDatasetImportJobWithContext ¶
func (c *ForecastService) DescribeDatasetImportJobWithContext(ctx aws.Context, input *DescribeDatasetImportJobInput, opts ...request.Option) (*DescribeDatasetImportJobOutput, error)
DescribeDatasetImportJobWithContext is the same as DescribeDatasetImportJob with the addition of the ability to pass a context and additional request options.
See DescribeDatasetImportJob for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DescribeDatasetRequest ¶
func (c *ForecastService) DescribeDatasetRequest(input *DescribeDatasetInput) (req *request.Request, output *DescribeDatasetOutput)
DescribeDatasetRequest generates a "aws/request.Request" representing the client's request for the DescribeDataset operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DescribeDataset for more information on using the DescribeDataset API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DescribeDatasetRequest method. req, resp := client.DescribeDatasetRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribeDataset
func (*ForecastService) DescribeDatasetWithContext ¶
func (c *ForecastService) DescribeDatasetWithContext(ctx aws.Context, input *DescribeDatasetInput, opts ...request.Option) (*DescribeDatasetOutput, error)
DescribeDatasetWithContext is the same as DescribeDataset with the addition of the ability to pass a context and additional request options.
See DescribeDataset for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DescribeForecast ¶
func (c *ForecastService) DescribeForecast(input *DescribeForecastInput) (*DescribeForecastOutput, error)
DescribeForecast API operation for Amazon Forecast Service.
Describes a forecast created using the CreateForecast operation.
In addition to listing the properties provided in the CreateForecast request, this operation lists the following properties:
DatasetGroupArn - The dataset group that provided the training data.
CreationTime
LastModificationTime
Status
Message - If an error occurred, information about the error.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DescribeForecast for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribeForecast
func (*ForecastService) DescribeForecastExportJob ¶
func (c *ForecastService) DescribeForecastExportJob(input *DescribeForecastExportJobInput) (*DescribeForecastExportJobOutput, error)
DescribeForecastExportJob API operation for Amazon Forecast Service.
Describes a forecast export job created using the CreateForecastExportJob operation.
In addition to listing the properties provided by the user in the CreateForecastExportJob request, this operation lists the following properties:
CreationTime
LastModificationTime
Status
Message - If an error occurred, information about the error.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DescribeForecastExportJob for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribeForecastExportJob
func (*ForecastService) DescribeForecastExportJobRequest ¶
func (c *ForecastService) DescribeForecastExportJobRequest(input *DescribeForecastExportJobInput) (req *request.Request, output *DescribeForecastExportJobOutput)
DescribeForecastExportJobRequest generates a "aws/request.Request" representing the client's request for the DescribeForecastExportJob operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DescribeForecastExportJob for more information on using the DescribeForecastExportJob API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DescribeForecastExportJobRequest method. req, resp := client.DescribeForecastExportJobRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribeForecastExportJob
func (*ForecastService) DescribeForecastExportJobWithContext ¶
func (c *ForecastService) DescribeForecastExportJobWithContext(ctx aws.Context, input *DescribeForecastExportJobInput, opts ...request.Option) (*DescribeForecastExportJobOutput, error)
DescribeForecastExportJobWithContext is the same as DescribeForecastExportJob with the addition of the ability to pass a context and additional request options.
See DescribeForecastExportJob for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DescribeForecastRequest ¶
func (c *ForecastService) DescribeForecastRequest(input *DescribeForecastInput) (req *request.Request, output *DescribeForecastOutput)
DescribeForecastRequest generates a "aws/request.Request" representing the client's request for the DescribeForecast operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DescribeForecast for more information on using the DescribeForecast API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DescribeForecastRequest method. req, resp := client.DescribeForecastRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribeForecast
func (*ForecastService) DescribeForecastWithContext ¶
func (c *ForecastService) DescribeForecastWithContext(ctx aws.Context, input *DescribeForecastInput, opts ...request.Option) (*DescribeForecastOutput, error)
DescribeForecastWithContext is the same as DescribeForecast with the addition of the ability to pass a context and additional request options.
See DescribeForecast for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DescribePredictor ¶
func (c *ForecastService) DescribePredictor(input *DescribePredictorInput) (*DescribePredictorOutput, error)
DescribePredictor API operation for Amazon Forecast Service.
Describes a predictor created using the CreatePredictor operation.
In addition to listing the properties provided in the CreatePredictor request, this operation lists the following properties:
DatasetImportJobArns - The dataset import jobs used to import training data.
AutoMLAlgorithmArns - If AutoML is performed, the algorithms that were evaluated.
CreationTime
LastModificationTime
Status
Message - If an error occurred, information about the error.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DescribePredictor for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribePredictor
func (*ForecastService) DescribePredictorBacktestExportJob ¶
func (c *ForecastService) DescribePredictorBacktestExportJob(input *DescribePredictorBacktestExportJobInput) (*DescribePredictorBacktestExportJobOutput, error)
DescribePredictorBacktestExportJob API operation for Amazon Forecast Service.
Describes a predictor backtest export job created using the CreatePredictorBacktestExportJob operation.
In addition to listing the properties provided by the user in the CreatePredictorBacktestExportJob request, this operation lists the following properties:
CreationTime
LastModificationTime
Status
Message (if an error occurred)
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation DescribePredictorBacktestExportJob for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribePredictorBacktestExportJob
func (*ForecastService) DescribePredictorBacktestExportJobRequest ¶
func (c *ForecastService) DescribePredictorBacktestExportJobRequest(input *DescribePredictorBacktestExportJobInput) (req *request.Request, output *DescribePredictorBacktestExportJobOutput)
DescribePredictorBacktestExportJobRequest generates a "aws/request.Request" representing the client's request for the DescribePredictorBacktestExportJob operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DescribePredictorBacktestExportJob for more information on using the DescribePredictorBacktestExportJob API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DescribePredictorBacktestExportJobRequest method. req, resp := client.DescribePredictorBacktestExportJobRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribePredictorBacktestExportJob
func (*ForecastService) DescribePredictorBacktestExportJobWithContext ¶
func (c *ForecastService) DescribePredictorBacktestExportJobWithContext(ctx aws.Context, input *DescribePredictorBacktestExportJobInput, opts ...request.Option) (*DescribePredictorBacktestExportJobOutput, error)
DescribePredictorBacktestExportJobWithContext is the same as DescribePredictorBacktestExportJob with the addition of the ability to pass a context and additional request options.
See DescribePredictorBacktestExportJob for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) DescribePredictorRequest ¶
func (c *ForecastService) DescribePredictorRequest(input *DescribePredictorInput) (req *request.Request, output *DescribePredictorOutput)
DescribePredictorRequest generates a "aws/request.Request" representing the client's request for the DescribePredictor operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See DescribePredictor for more information on using the DescribePredictor API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the DescribePredictorRequest method. req, resp := client.DescribePredictorRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/DescribePredictor
func (*ForecastService) DescribePredictorWithContext ¶
func (c *ForecastService) DescribePredictorWithContext(ctx aws.Context, input *DescribePredictorInput, opts ...request.Option) (*DescribePredictorOutput, error)
DescribePredictorWithContext is the same as DescribePredictor with the addition of the ability to pass a context and additional request options.
See DescribePredictor for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) GetAccuracyMetrics ¶
func (c *ForecastService) GetAccuracyMetrics(input *GetAccuracyMetricsInput) (*GetAccuracyMetricsOutput, error)
GetAccuracyMetrics API operation for Amazon Forecast Service.
Provides metrics on the accuracy of the models that were trained by the CreatePredictor operation. Use metrics to see how well the model performed and to decide whether to use the predictor to generate a forecast. For more information, see Predictor Metrics (https://docs.aws.amazon.com/forecast/latest/dg/metrics.html).
This operation generates metrics for each backtest window that was evaluated. The number of backtest windows (NumberOfBacktestWindows) is specified using the EvaluationParameters object, which is optionally included in the CreatePredictor request. If NumberOfBacktestWindows isn't specified, the number defaults to one.
The parameters of the filling method determine which items contribute to the metrics. If you want all items to contribute, specify zero. If you want only those items that have complete data in the range being evaluated to contribute, specify nan. For more information, see FeaturizationMethod.
Before you can get accuracy metrics, the Status of the predictor must be ACTIVE, signifying that training has completed. To get the status, use the DescribePredictor operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation GetAccuracyMetrics for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/GetAccuracyMetrics
func (*ForecastService) GetAccuracyMetricsRequest ¶
func (c *ForecastService) GetAccuracyMetricsRequest(input *GetAccuracyMetricsInput) (req *request.Request, output *GetAccuracyMetricsOutput)
GetAccuracyMetricsRequest generates a "aws/request.Request" representing the client's request for the GetAccuracyMetrics operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See GetAccuracyMetrics for more information on using the GetAccuracyMetrics API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the GetAccuracyMetricsRequest method. req, resp := client.GetAccuracyMetricsRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/GetAccuracyMetrics
func (*ForecastService) GetAccuracyMetricsWithContext ¶
func (c *ForecastService) GetAccuracyMetricsWithContext(ctx aws.Context, input *GetAccuracyMetricsInput, opts ...request.Option) (*GetAccuracyMetricsOutput, error)
GetAccuracyMetricsWithContext is the same as GetAccuracyMetrics with the addition of the ability to pass a context and additional request options.
See GetAccuracyMetrics for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListDatasetGroups ¶
func (c *ForecastService) ListDatasetGroups(input *ListDatasetGroupsInput) (*ListDatasetGroupsOutput, error)
ListDatasetGroups API operation for Amazon Forecast Service.
Returns a list of dataset groups created using the CreateDatasetGroup operation. For each dataset group, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve the complete set of properties by using the dataset group ARN with the DescribeDatasetGroup operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation ListDatasetGroups for usage and error information.
Returned Error Types:
- InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListDatasetGroups
func (*ForecastService) ListDatasetGroupsPages ¶
func (c *ForecastService) ListDatasetGroupsPages(input *ListDatasetGroupsInput, fn func(*ListDatasetGroupsOutput, bool) bool) error
ListDatasetGroupsPages iterates over the pages of a ListDatasetGroups operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.
See ListDatasetGroups method for more information on how to use this operation.
Note: This operation can generate multiple requests to a service.
// Example iterating over at most 3 pages of a ListDatasetGroups operation. pageNum := 0 err := client.ListDatasetGroupsPages(params, func(page *forecastservice.ListDatasetGroupsOutput, lastPage bool) bool { pageNum++ fmt.Println(page) return pageNum <= 3 })
func (*ForecastService) ListDatasetGroupsPagesWithContext ¶
func (c *ForecastService) ListDatasetGroupsPagesWithContext(ctx aws.Context, input *ListDatasetGroupsInput, fn func(*ListDatasetGroupsOutput, bool) bool, opts ...request.Option) error
ListDatasetGroupsPagesWithContext same as ListDatasetGroupsPages except it takes a Context and allows setting request options on the pages.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListDatasetGroupsRequest ¶
func (c *ForecastService) ListDatasetGroupsRequest(input *ListDatasetGroupsInput) (req *request.Request, output *ListDatasetGroupsOutput)
ListDatasetGroupsRequest generates a "aws/request.Request" representing the client's request for the ListDatasetGroups operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See ListDatasetGroups for more information on using the ListDatasetGroups API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the ListDatasetGroupsRequest method. req, resp := client.ListDatasetGroupsRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListDatasetGroups
func (*ForecastService) ListDatasetGroupsWithContext ¶
func (c *ForecastService) ListDatasetGroupsWithContext(ctx aws.Context, input *ListDatasetGroupsInput, opts ...request.Option) (*ListDatasetGroupsOutput, error)
ListDatasetGroupsWithContext is the same as ListDatasetGroups with the addition of the ability to pass a context and additional request options.
See ListDatasetGroups for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListDatasetImportJobs ¶
func (c *ForecastService) ListDatasetImportJobs(input *ListDatasetImportJobsInput) (*ListDatasetImportJobsOutput, error)
ListDatasetImportJobs API operation for Amazon Forecast Service.
Returns a list of dataset import jobs created using the CreateDatasetImportJob operation. For each import job, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve the complete set of properties by using the ARN with the DescribeDatasetImportJob operation. You can filter the list by providing an array of Filter objects.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation ListDatasetImportJobs for usage and error information.
Returned Error Types:
InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListDatasetImportJobs
func (*ForecastService) ListDatasetImportJobsPages ¶
func (c *ForecastService) ListDatasetImportJobsPages(input *ListDatasetImportJobsInput, fn func(*ListDatasetImportJobsOutput, bool) bool) error
ListDatasetImportJobsPages iterates over the pages of a ListDatasetImportJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.
See ListDatasetImportJobs method for more information on how to use this operation.
Note: This operation can generate multiple requests to a service.
// Example iterating over at most 3 pages of a ListDatasetImportJobs operation. pageNum := 0 err := client.ListDatasetImportJobsPages(params, func(page *forecastservice.ListDatasetImportJobsOutput, lastPage bool) bool { pageNum++ fmt.Println(page) return pageNum <= 3 })
func (*ForecastService) ListDatasetImportJobsPagesWithContext ¶
func (c *ForecastService) ListDatasetImportJobsPagesWithContext(ctx aws.Context, input *ListDatasetImportJobsInput, fn func(*ListDatasetImportJobsOutput, bool) bool, opts ...request.Option) error
ListDatasetImportJobsPagesWithContext same as ListDatasetImportJobsPages except it takes a Context and allows setting request options on the pages.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListDatasetImportJobsRequest ¶
func (c *ForecastService) ListDatasetImportJobsRequest(input *ListDatasetImportJobsInput) (req *request.Request, output *ListDatasetImportJobsOutput)
ListDatasetImportJobsRequest generates a "aws/request.Request" representing the client's request for the ListDatasetImportJobs operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See ListDatasetImportJobs for more information on using the ListDatasetImportJobs API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the ListDatasetImportJobsRequest method. req, resp := client.ListDatasetImportJobsRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListDatasetImportJobs
func (*ForecastService) ListDatasetImportJobsWithContext ¶
func (c *ForecastService) ListDatasetImportJobsWithContext(ctx aws.Context, input *ListDatasetImportJobsInput, opts ...request.Option) (*ListDatasetImportJobsOutput, error)
ListDatasetImportJobsWithContext is the same as ListDatasetImportJobs with the addition of the ability to pass a context and additional request options.
See ListDatasetImportJobs for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListDatasets ¶
func (c *ForecastService) ListDatasets(input *ListDatasetsInput) (*ListDatasetsOutput, error)
ListDatasets API operation for Amazon Forecast Service.
Returns a list of datasets created using the CreateDataset operation. For each dataset, a summary of its properties, including its Amazon Resource Name (ARN), is returned. To retrieve the complete set of properties, use the ARN with the DescribeDataset operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation ListDatasets for usage and error information.
Returned Error Types:
- InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListDatasets
func (*ForecastService) ListDatasetsPages ¶
func (c *ForecastService) ListDatasetsPages(input *ListDatasetsInput, fn func(*ListDatasetsOutput, bool) bool) error
ListDatasetsPages iterates over the pages of a ListDatasets operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.
See ListDatasets method for more information on how to use this operation.
Note: This operation can generate multiple requests to a service.
// Example iterating over at most 3 pages of a ListDatasets operation. pageNum := 0 err := client.ListDatasetsPages(params, func(page *forecastservice.ListDatasetsOutput, lastPage bool) bool { pageNum++ fmt.Println(page) return pageNum <= 3 })
func (*ForecastService) ListDatasetsPagesWithContext ¶
func (c *ForecastService) ListDatasetsPagesWithContext(ctx aws.Context, input *ListDatasetsInput, fn func(*ListDatasetsOutput, bool) bool, opts ...request.Option) error
ListDatasetsPagesWithContext same as ListDatasetsPages except it takes a Context and allows setting request options on the pages.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListDatasetsRequest ¶
func (c *ForecastService) ListDatasetsRequest(input *ListDatasetsInput) (req *request.Request, output *ListDatasetsOutput)
ListDatasetsRequest generates a "aws/request.Request" representing the client's request for the ListDatasets operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See ListDatasets for more information on using the ListDatasets API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the ListDatasetsRequest method. req, resp := client.ListDatasetsRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListDatasets
func (*ForecastService) ListDatasetsWithContext ¶
func (c *ForecastService) ListDatasetsWithContext(ctx aws.Context, input *ListDatasetsInput, opts ...request.Option) (*ListDatasetsOutput, error)
ListDatasetsWithContext is the same as ListDatasets with the addition of the ability to pass a context and additional request options.
See ListDatasets for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListForecastExportJobs ¶
func (c *ForecastService) ListForecastExportJobs(input *ListForecastExportJobsInput) (*ListForecastExportJobsOutput, error)
ListForecastExportJobs API operation for Amazon Forecast Service.
Returns a list of forecast export jobs created using the CreateForecastExportJob operation. For each forecast export job, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). To retrieve the complete set of properties, use the ARN with the DescribeForecastExportJob operation. You can filter the list using an array of Filter objects.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation ListForecastExportJobs for usage and error information.
Returned Error Types:
InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListForecastExportJobs
func (*ForecastService) ListForecastExportJobsPages ¶
func (c *ForecastService) ListForecastExportJobsPages(input *ListForecastExportJobsInput, fn func(*ListForecastExportJobsOutput, bool) bool) error
ListForecastExportJobsPages iterates over the pages of a ListForecastExportJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.
See ListForecastExportJobs method for more information on how to use this operation.
Note: This operation can generate multiple requests to a service.
// Example iterating over at most 3 pages of a ListForecastExportJobs operation. pageNum := 0 err := client.ListForecastExportJobsPages(params, func(page *forecastservice.ListForecastExportJobsOutput, lastPage bool) bool { pageNum++ fmt.Println(page) return pageNum <= 3 })
func (*ForecastService) ListForecastExportJobsPagesWithContext ¶
func (c *ForecastService) ListForecastExportJobsPagesWithContext(ctx aws.Context, input *ListForecastExportJobsInput, fn func(*ListForecastExportJobsOutput, bool) bool, opts ...request.Option) error
ListForecastExportJobsPagesWithContext same as ListForecastExportJobsPages except it takes a Context and allows setting request options on the pages.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListForecastExportJobsRequest ¶
func (c *ForecastService) ListForecastExportJobsRequest(input *ListForecastExportJobsInput) (req *request.Request, output *ListForecastExportJobsOutput)
ListForecastExportJobsRequest generates a "aws/request.Request" representing the client's request for the ListForecastExportJobs operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See ListForecastExportJobs for more information on using the ListForecastExportJobs API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the ListForecastExportJobsRequest method. req, resp := client.ListForecastExportJobsRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListForecastExportJobs
func (*ForecastService) ListForecastExportJobsWithContext ¶
func (c *ForecastService) ListForecastExportJobsWithContext(ctx aws.Context, input *ListForecastExportJobsInput, opts ...request.Option) (*ListForecastExportJobsOutput, error)
ListForecastExportJobsWithContext is the same as ListForecastExportJobs with the addition of the ability to pass a context and additional request options.
See ListForecastExportJobs for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListForecasts ¶
func (c *ForecastService) ListForecasts(input *ListForecastsInput) (*ListForecastsOutput, error)
ListForecasts API operation for Amazon Forecast Service.
Returns a list of forecasts created using the CreateForecast operation. For each forecast, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). To retrieve the complete set of properties, specify the ARN with the DescribeForecast operation. You can filter the list using an array of Filter objects.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation ListForecasts for usage and error information.
Returned Error Types:
InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListForecasts
func (*ForecastService) ListForecastsPages ¶
func (c *ForecastService) ListForecastsPages(input *ListForecastsInput, fn func(*ListForecastsOutput, bool) bool) error
ListForecastsPages iterates over the pages of a ListForecasts operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.
See ListForecasts method for more information on how to use this operation.
Note: This operation can generate multiple requests to a service.
// Example iterating over at most 3 pages of a ListForecasts operation. pageNum := 0 err := client.ListForecastsPages(params, func(page *forecastservice.ListForecastsOutput, lastPage bool) bool { pageNum++ fmt.Println(page) return pageNum <= 3 })
func (*ForecastService) ListForecastsPagesWithContext ¶
func (c *ForecastService) ListForecastsPagesWithContext(ctx aws.Context, input *ListForecastsInput, fn func(*ListForecastsOutput, bool) bool, opts ...request.Option) error
ListForecastsPagesWithContext same as ListForecastsPages except it takes a Context and allows setting request options on the pages.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListForecastsRequest ¶
func (c *ForecastService) ListForecastsRequest(input *ListForecastsInput) (req *request.Request, output *ListForecastsOutput)
ListForecastsRequest generates a "aws/request.Request" representing the client's request for the ListForecasts operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See ListForecasts for more information on using the ListForecasts API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the ListForecastsRequest method. req, resp := client.ListForecastsRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListForecasts
func (*ForecastService) ListForecastsWithContext ¶
func (c *ForecastService) ListForecastsWithContext(ctx aws.Context, input *ListForecastsInput, opts ...request.Option) (*ListForecastsOutput, error)
ListForecastsWithContext is the same as ListForecasts with the addition of the ability to pass a context and additional request options.
See ListForecasts for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListPredictorBacktestExportJobs ¶
func (c *ForecastService) ListPredictorBacktestExportJobs(input *ListPredictorBacktestExportJobsInput) (*ListPredictorBacktestExportJobsOutput, error)
ListPredictorBacktestExportJobs API operation for Amazon Forecast Service.
Returns a list of predictor backtest export jobs created using the CreatePredictorBacktestExportJob operation. This operation returns a summary for each backtest export job. You can filter the list using an array of Filter objects.
To retrieve the complete set of properties for a particular backtest export job, use the ARN with the DescribePredictorBacktestExportJob operation.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation ListPredictorBacktestExportJobs for usage and error information.
Returned Error Types:
InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListPredictorBacktestExportJobs
func (*ForecastService) ListPredictorBacktestExportJobsPages ¶
func (c *ForecastService) ListPredictorBacktestExportJobsPages(input *ListPredictorBacktestExportJobsInput, fn func(*ListPredictorBacktestExportJobsOutput, bool) bool) error
ListPredictorBacktestExportJobsPages iterates over the pages of a ListPredictorBacktestExportJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.
See ListPredictorBacktestExportJobs method for more information on how to use this operation.
Note: This operation can generate multiple requests to a service.
// Example iterating over at most 3 pages of a ListPredictorBacktestExportJobs operation. pageNum := 0 err := client.ListPredictorBacktestExportJobsPages(params, func(page *forecastservice.ListPredictorBacktestExportJobsOutput, lastPage bool) bool { pageNum++ fmt.Println(page) return pageNum <= 3 })
func (*ForecastService) ListPredictorBacktestExportJobsPagesWithContext ¶
func (c *ForecastService) ListPredictorBacktestExportJobsPagesWithContext(ctx aws.Context, input *ListPredictorBacktestExportJobsInput, fn func(*ListPredictorBacktestExportJobsOutput, bool) bool, opts ...request.Option) error
ListPredictorBacktestExportJobsPagesWithContext same as ListPredictorBacktestExportJobsPages except it takes a Context and allows setting request options on the pages.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListPredictorBacktestExportJobsRequest ¶
func (c *ForecastService) ListPredictorBacktestExportJobsRequest(input *ListPredictorBacktestExportJobsInput) (req *request.Request, output *ListPredictorBacktestExportJobsOutput)
ListPredictorBacktestExportJobsRequest generates a "aws/request.Request" representing the client's request for the ListPredictorBacktestExportJobs operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See ListPredictorBacktestExportJobs for more information on using the ListPredictorBacktestExportJobs API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the ListPredictorBacktestExportJobsRequest method. req, resp := client.ListPredictorBacktestExportJobsRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListPredictorBacktestExportJobs
func (*ForecastService) ListPredictorBacktestExportJobsWithContext ¶
func (c *ForecastService) ListPredictorBacktestExportJobsWithContext(ctx aws.Context, input *ListPredictorBacktestExportJobsInput, opts ...request.Option) (*ListPredictorBacktestExportJobsOutput, error)
ListPredictorBacktestExportJobsWithContext is the same as ListPredictorBacktestExportJobs with the addition of the ability to pass a context and additional request options.
See ListPredictorBacktestExportJobs for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListPredictors ¶
func (c *ForecastService) ListPredictors(input *ListPredictorsInput) (*ListPredictorsOutput, error)
ListPredictors API operation for Amazon Forecast Service.
Returns a list of predictors created using the CreatePredictor operation. For each predictor, this operation returns a summary of its properties, including its Amazon Resource Name (ARN). You can retrieve the complete set of properties by using the ARN with the DescribePredictor operation. You can filter the list using an array of Filter objects.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation ListPredictors for usage and error information.
Returned Error Types:
InvalidNextTokenException The token is not valid. Tokens expire after 24 hours.
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListPredictors
func (*ForecastService) ListPredictorsPages ¶
func (c *ForecastService) ListPredictorsPages(input *ListPredictorsInput, fn func(*ListPredictorsOutput, bool) bool) error
ListPredictorsPages iterates over the pages of a ListPredictors operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.
See ListPredictors method for more information on how to use this operation.
Note: This operation can generate multiple requests to a service.
// Example iterating over at most 3 pages of a ListPredictors operation. pageNum := 0 err := client.ListPredictorsPages(params, func(page *forecastservice.ListPredictorsOutput, lastPage bool) bool { pageNum++ fmt.Println(page) return pageNum <= 3 })
func (*ForecastService) ListPredictorsPagesWithContext ¶
func (c *ForecastService) ListPredictorsPagesWithContext(ctx aws.Context, input *ListPredictorsInput, fn func(*ListPredictorsOutput, bool) bool, opts ...request.Option) error
ListPredictorsPagesWithContext same as ListPredictorsPages except it takes a Context and allows setting request options on the pages.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListPredictorsRequest ¶
func (c *ForecastService) ListPredictorsRequest(input *ListPredictorsInput) (req *request.Request, output *ListPredictorsOutput)
ListPredictorsRequest generates a "aws/request.Request" representing the client's request for the ListPredictors operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See ListPredictors for more information on using the ListPredictors API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the ListPredictorsRequest method. req, resp := client.ListPredictorsRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListPredictors
func (*ForecastService) ListPredictorsWithContext ¶
func (c *ForecastService) ListPredictorsWithContext(ctx aws.Context, input *ListPredictorsInput, opts ...request.Option) (*ListPredictorsOutput, error)
ListPredictorsWithContext is the same as ListPredictors with the addition of the ability to pass a context and additional request options.
See ListPredictors for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) ListTagsForResource ¶
func (c *ForecastService) ListTagsForResource(input *ListTagsForResourceInput) (*ListTagsForResourceOutput, error)
ListTagsForResource API operation for Amazon Forecast Service.
Lists the tags for an Amazon Forecast resource.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation ListTagsForResource for usage and error information.
Returned Error Types:
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListTagsForResource
func (*ForecastService) ListTagsForResourceRequest ¶
func (c *ForecastService) ListTagsForResourceRequest(input *ListTagsForResourceInput) (req *request.Request, output *ListTagsForResourceOutput)
ListTagsForResourceRequest generates a "aws/request.Request" representing the client's request for the ListTagsForResource operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See ListTagsForResource for more information on using the ListTagsForResource API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the ListTagsForResourceRequest method. req, resp := client.ListTagsForResourceRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/ListTagsForResource
func (*ForecastService) ListTagsForResourceWithContext ¶
func (c *ForecastService) ListTagsForResourceWithContext(ctx aws.Context, input *ListTagsForResourceInput, opts ...request.Option) (*ListTagsForResourceOutput, error)
ListTagsForResourceWithContext is the same as ListTagsForResource with the addition of the ability to pass a context and additional request options.
See ListTagsForResource for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) StopResource ¶
func (c *ForecastService) StopResource(input *StopResourceInput) (*StopResourceOutput, error)
StopResource API operation for Amazon Forecast Service.
Stops a resource.
The resource undergoes the following states: CREATE_STOPPING and CREATE_STOPPED. You cannot resume a resource once it has been stopped.
This operation can be applied to the following resources (and their corresponding child resources):
Dataset Import Job
Predictor Job
Forecast Job
Forecast Export Job
Predictor Backtest Export Job
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation StopResource for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
LimitExceededException The limit on the number of resources per account has been exceeded.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/StopResource
func (*ForecastService) StopResourceRequest ¶
func (c *ForecastService) StopResourceRequest(input *StopResourceInput) (req *request.Request, output *StopResourceOutput)
StopResourceRequest generates a "aws/request.Request" representing the client's request for the StopResource operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See StopResource for more information on using the StopResource API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the StopResourceRequest method. req, resp := client.StopResourceRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/StopResource
func (*ForecastService) StopResourceWithContext ¶
func (c *ForecastService) StopResourceWithContext(ctx aws.Context, input *StopResourceInput, opts ...request.Option) (*StopResourceOutput, error)
StopResourceWithContext is the same as StopResource with the addition of the ability to pass a context and additional request options.
See StopResource for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) TagResource ¶
func (c *ForecastService) TagResource(input *TagResourceInput) (*TagResourceOutput, error)
TagResource API operation for Amazon Forecast Service.
Associates the specified tags to a resource with the specified resourceArn. If existing tags on a resource are not specified in the request parameters, they are not changed. When a resource is deleted, the tags associated with that resource are also deleted.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation TagResource for usage and error information.
Returned Error Types:
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
LimitExceededException The limit on the number of resources per account has been exceeded.
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/TagResource
func (*ForecastService) TagResourceRequest ¶
func (c *ForecastService) TagResourceRequest(input *TagResourceInput) (req *request.Request, output *TagResourceOutput)
TagResourceRequest generates a "aws/request.Request" representing the client's request for the TagResource operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See TagResource for more information on using the TagResource API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the TagResourceRequest method. req, resp := client.TagResourceRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/TagResource
func (*ForecastService) TagResourceWithContext ¶
func (c *ForecastService) TagResourceWithContext(ctx aws.Context, input *TagResourceInput, opts ...request.Option) (*TagResourceOutput, error)
TagResourceWithContext is the same as TagResource with the addition of the ability to pass a context and additional request options.
See TagResource for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) UntagResource ¶
func (c *ForecastService) UntagResource(input *UntagResourceInput) (*UntagResourceOutput, error)
UntagResource API operation for Amazon Forecast Service.
Deletes the specified tags from a resource.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation UntagResource for usage and error information.
Returned Error Types:
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/UntagResource
func (*ForecastService) UntagResourceRequest ¶
func (c *ForecastService) UntagResourceRequest(input *UntagResourceInput) (req *request.Request, output *UntagResourceOutput)
UntagResourceRequest generates a "aws/request.Request" representing the client's request for the UntagResource operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See UntagResource for more information on using the UntagResource API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the UntagResourceRequest method. req, resp := client.UntagResourceRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/UntagResource
func (*ForecastService) UntagResourceWithContext ¶
func (c *ForecastService) UntagResourceWithContext(ctx aws.Context, input *UntagResourceInput, opts ...request.Option) (*UntagResourceOutput, error)
UntagResourceWithContext is the same as UntagResource with the addition of the ability to pass a context and additional request options.
See UntagResource for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
func (*ForecastService) UpdateDatasetGroup ¶
func (c *ForecastService) UpdateDatasetGroup(input *UpdateDatasetGroupInput) (*UpdateDatasetGroupOutput, error)
UpdateDatasetGroup API operation for Amazon Forecast Service.
Replaces the datasets in a dataset group with the specified datasets.
The Status of the dataset group must be ACTIVE before you can use the dataset group to create a predictor. Use the DescribeDatasetGroup operation to get the status.
Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.
See the AWS API reference guide for Amazon Forecast Service's API operation UpdateDatasetGroup for usage and error information.
Returned Error Types:
InvalidInputException We can't process the request because it includes an invalid value or a value that exceeds the valid range.
ResourceNotFoundException We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
ResourceInUseException The specified resource is in use.
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/UpdateDatasetGroup
func (*ForecastService) UpdateDatasetGroupRequest ¶
func (c *ForecastService) UpdateDatasetGroupRequest(input *UpdateDatasetGroupInput) (req *request.Request, output *UpdateDatasetGroupOutput)
UpdateDatasetGroupRequest generates a "aws/request.Request" representing the client's request for the UpdateDatasetGroup operation. The "output" return value will be populated with the request's response once the request completes successfully.
Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.
See UpdateDatasetGroup for more information on using the UpdateDatasetGroup API call, and error handling.
This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.
// Example sending a request using the UpdateDatasetGroupRequest method. req, resp := client.UpdateDatasetGroupRequest(params) err := req.Send() if err == nil { // resp is now filled fmt.Println(resp) }
See also, https://docs.aws.amazon.com/goto/WebAPI/forecast-2018-06-26/UpdateDatasetGroup
func (*ForecastService) UpdateDatasetGroupWithContext ¶
func (c *ForecastService) UpdateDatasetGroupWithContext(ctx aws.Context, input *UpdateDatasetGroupInput, opts ...request.Option) (*UpdateDatasetGroupOutput, error)
UpdateDatasetGroupWithContext is the same as UpdateDatasetGroup with the addition of the ability to pass a context and additional request options.
See UpdateDatasetGroup for details on how to use this API operation.
The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.
type ForecastSummary ¶
type ForecastSummary struct { // When the forecast creation task was created. CreationTime *time.Time `type:"timestamp"` // The Amazon Resource Name (ARN) of the dataset group that provided the data // used to train the predictor. DatasetGroupArn *string `type:"string"` // The ARN of the forecast. ForecastArn *string `type:"string"` // The name of the forecast. ForecastName *string `min:"1" type:"string"` // The last time the resource was modified. The timestamp depends on the status // of the job: // // * CREATE_PENDING - The CreationTime. // // * CREATE_IN_PROGRESS - The current timestamp. // // * CREATE_STOPPING - The current timestamp. // // * CREATE_STOPPED - When the job stopped. // // * ACTIVE or CREATE_FAILED - When the job finished or failed. LastModificationTime *time.Time `type:"timestamp"` // If an error occurred, an informational message about the error. Message *string `type:"string"` // The ARN of the predictor used to generate the forecast. PredictorArn *string `type:"string"` // The status of the forecast. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * CREATE_STOPPING, CREATE_STOPPED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED // // The Status of the forecast must be ACTIVE before you can query or export // the forecast. Status *string `type:"string"` // contains filtered or unexported fields }
Provides a summary of the forecast properties used in the ListForecasts operation. To get the complete set of properties, call the DescribeForecast operation, and provide the ForecastArn that is listed in the summary.
func (ForecastSummary) GoString ¶
func (s ForecastSummary) GoString() string
GoString returns the string representation
func (*ForecastSummary) SetCreationTime ¶
func (s *ForecastSummary) SetCreationTime(v time.Time) *ForecastSummary
SetCreationTime sets the CreationTime field's value.
func (*ForecastSummary) SetDatasetGroupArn ¶
func (s *ForecastSummary) SetDatasetGroupArn(v string) *ForecastSummary
SetDatasetGroupArn sets the DatasetGroupArn field's value.
func (*ForecastSummary) SetForecastArn ¶
func (s *ForecastSummary) SetForecastArn(v string) *ForecastSummary
SetForecastArn sets the ForecastArn field's value.
func (*ForecastSummary) SetForecastName ¶
func (s *ForecastSummary) SetForecastName(v string) *ForecastSummary
SetForecastName sets the ForecastName field's value.
func (*ForecastSummary) SetLastModificationTime ¶
func (s *ForecastSummary) SetLastModificationTime(v time.Time) *ForecastSummary
SetLastModificationTime sets the LastModificationTime field's value.
func (*ForecastSummary) SetMessage ¶
func (s *ForecastSummary) SetMessage(v string) *ForecastSummary
SetMessage sets the Message field's value.
func (*ForecastSummary) SetPredictorArn ¶
func (s *ForecastSummary) SetPredictorArn(v string) *ForecastSummary
SetPredictorArn sets the PredictorArn field's value.
func (*ForecastSummary) SetStatus ¶
func (s *ForecastSummary) SetStatus(v string) *ForecastSummary
SetStatus sets the Status field's value.
func (ForecastSummary) String ¶
func (s ForecastSummary) String() string
String returns the string representation
type GetAccuracyMetricsInput ¶
type GetAccuracyMetricsInput struct { // The Amazon Resource Name (ARN) of the predictor to get metrics for. // // PredictorArn is a required field PredictorArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (GetAccuracyMetricsInput) GoString ¶
func (s GetAccuracyMetricsInput) GoString() string
GoString returns the string representation
func (*GetAccuracyMetricsInput) SetPredictorArn ¶
func (s *GetAccuracyMetricsInput) SetPredictorArn(v string) *GetAccuracyMetricsInput
SetPredictorArn sets the PredictorArn field's value.
func (GetAccuracyMetricsInput) String ¶
func (s GetAccuracyMetricsInput) String() string
String returns the string representation
func (*GetAccuracyMetricsInput) Validate ¶
func (s *GetAccuracyMetricsInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type GetAccuracyMetricsOutput ¶
type GetAccuracyMetricsOutput struct { // An array of results from evaluating the predictor. PredictorEvaluationResults []*EvaluationResult `type:"list"` // contains filtered or unexported fields }
func (GetAccuracyMetricsOutput) GoString ¶
func (s GetAccuracyMetricsOutput) GoString() string
GoString returns the string representation
func (*GetAccuracyMetricsOutput) SetPredictorEvaluationResults ¶
func (s *GetAccuracyMetricsOutput) SetPredictorEvaluationResults(v []*EvaluationResult) *GetAccuracyMetricsOutput
SetPredictorEvaluationResults sets the PredictorEvaluationResults field's value.
func (GetAccuracyMetricsOutput) String ¶
func (s GetAccuracyMetricsOutput) String() string
String returns the string representation
type HyperParameterTuningJobConfig ¶
type HyperParameterTuningJobConfig struct { // Specifies the ranges of valid values for the hyperparameters. ParameterRanges *ParameterRanges `type:"structure"` // contains filtered or unexported fields }
Configuration information for a hyperparameter tuning job. You specify this object in the CreatePredictor request.
A hyperparameter is a parameter that governs the model training process. You set hyperparameters before training starts, unlike model parameters, which are determined during training. The values of the hyperparameters effect which values are chosen for the model parameters.
In a hyperparameter tuning job, Amazon Forecast chooses the set of hyperparameter values that optimize a specified metric. Forecast accomplishes this by running many training jobs over a range of hyperparameter values. The optimum set of values depends on the algorithm, the training data, and the specified metric objective.
func (HyperParameterTuningJobConfig) GoString ¶
func (s HyperParameterTuningJobConfig) GoString() string
GoString returns the string representation
func (*HyperParameterTuningJobConfig) SetParameterRanges ¶
func (s *HyperParameterTuningJobConfig) SetParameterRanges(v *ParameterRanges) *HyperParameterTuningJobConfig
SetParameterRanges sets the ParameterRanges field's value.
func (HyperParameterTuningJobConfig) String ¶
func (s HyperParameterTuningJobConfig) String() string
String returns the string representation
func (*HyperParameterTuningJobConfig) Validate ¶
func (s *HyperParameterTuningJobConfig) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type InputDataConfig ¶
type InputDataConfig struct { // The Amazon Resource Name (ARN) of the dataset group. // // DatasetGroupArn is a required field DatasetGroupArn *string `type:"string" required:"true"` // An array of supplementary features. The only supported feature is a holiday // calendar. SupplementaryFeatures []*SupplementaryFeature `min:"1" type:"list"` // contains filtered or unexported fields }
The data used to train a predictor. The data includes a dataset group and any supplementary features. You specify this object in the CreatePredictor request.
func (InputDataConfig) GoString ¶
func (s InputDataConfig) GoString() string
GoString returns the string representation
func (*InputDataConfig) SetDatasetGroupArn ¶
func (s *InputDataConfig) SetDatasetGroupArn(v string) *InputDataConfig
SetDatasetGroupArn sets the DatasetGroupArn field's value.
func (*InputDataConfig) SetSupplementaryFeatures ¶
func (s *InputDataConfig) SetSupplementaryFeatures(v []*SupplementaryFeature) *InputDataConfig
SetSupplementaryFeatures sets the SupplementaryFeatures field's value.
func (InputDataConfig) String ¶
func (s InputDataConfig) String() string
String returns the string representation
func (*InputDataConfig) Validate ¶
func (s *InputDataConfig) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type IntegerParameterRange ¶
type IntegerParameterRange struct { // The maximum tunable value of the hyperparameter. // // MaxValue is a required field MaxValue *int64 `type:"integer" required:"true"` // The minimum tunable value of the hyperparameter. // // MinValue is a required field MinValue *int64 `type:"integer" required:"true"` // The name of the hyperparameter to tune. // // Name is a required field Name *string `min:"1" type:"string" required:"true"` // The scale that hyperparameter tuning uses to search the hyperparameter range. // Valid values: // // Auto // // Amazon Forecast hyperparameter tuning chooses the best scale for the hyperparameter. // // Linear // // Hyperparameter tuning searches the values in the hyperparameter range by // using a linear scale. // // Logarithmic // // Hyperparameter tuning searches the values in the hyperparameter range by // using a logarithmic scale. // // Logarithmic scaling works only for ranges that have values greater than 0. // // ReverseLogarithmic // // Not supported for IntegerParameterRange. // // Reverse logarithmic scaling works only for ranges that are entirely within // the range 0 <= x < 1.0. // // For information about choosing a hyperparameter scale, see Hyperparameter // Scaling (http://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type). // One of the following values: ScalingType *string `type:"string" enum:"ScalingType"` // contains filtered or unexported fields }
Specifies an integer hyperparameter and it's range of tunable values. This object is part of the ParameterRanges object.
func (IntegerParameterRange) GoString ¶
func (s IntegerParameterRange) GoString() string
GoString returns the string representation
func (*IntegerParameterRange) SetMaxValue ¶
func (s *IntegerParameterRange) SetMaxValue(v int64) *IntegerParameterRange
SetMaxValue sets the MaxValue field's value.
func (*IntegerParameterRange) SetMinValue ¶
func (s *IntegerParameterRange) SetMinValue(v int64) *IntegerParameterRange
SetMinValue sets the MinValue field's value.
func (*IntegerParameterRange) SetName ¶
func (s *IntegerParameterRange) SetName(v string) *IntegerParameterRange
SetName sets the Name field's value.
func (*IntegerParameterRange) SetScalingType ¶
func (s *IntegerParameterRange) SetScalingType(v string) *IntegerParameterRange
SetScalingType sets the ScalingType field's value.
func (IntegerParameterRange) String ¶
func (s IntegerParameterRange) String() string
String returns the string representation
func (*IntegerParameterRange) Validate ¶
func (s *IntegerParameterRange) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type InvalidInputException ¶
type InvalidInputException struct { RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"` Message_ *string `locationName:"Message" type:"string"` // contains filtered or unexported fields }
We can't process the request because it includes an invalid value or a value that exceeds the valid range.
func (*InvalidInputException) Code ¶
func (s *InvalidInputException) Code() string
Code returns the exception type name.
func (*InvalidInputException) Error ¶
func (s *InvalidInputException) Error() string
func (InvalidInputException) GoString ¶
func (s InvalidInputException) GoString() string
GoString returns the string representation
func (*InvalidInputException) Message ¶
func (s *InvalidInputException) Message() string
Message returns the exception's message.
func (*InvalidInputException) OrigErr ¶
func (s *InvalidInputException) OrigErr() error
OrigErr always returns nil, satisfies awserr.Error interface.
func (*InvalidInputException) RequestID ¶
func (s *InvalidInputException) RequestID() string
RequestID returns the service's response RequestID for request.
func (*InvalidInputException) StatusCode ¶
func (s *InvalidInputException) StatusCode() int
Status code returns the HTTP status code for the request's response error.
func (InvalidInputException) String ¶
func (s InvalidInputException) String() string
String returns the string representation
type InvalidNextTokenException ¶
type InvalidNextTokenException struct { RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"` Message_ *string `locationName:"Message" type:"string"` // contains filtered or unexported fields }
The token is not valid. Tokens expire after 24 hours.
func (*InvalidNextTokenException) Code ¶
func (s *InvalidNextTokenException) Code() string
Code returns the exception type name.
func (*InvalidNextTokenException) Error ¶
func (s *InvalidNextTokenException) Error() string
func (InvalidNextTokenException) GoString ¶
func (s InvalidNextTokenException) GoString() string
GoString returns the string representation
func (*InvalidNextTokenException) Message ¶
func (s *InvalidNextTokenException) Message() string
Message returns the exception's message.
func (*InvalidNextTokenException) OrigErr ¶
func (s *InvalidNextTokenException) OrigErr() error
OrigErr always returns nil, satisfies awserr.Error interface.
func (*InvalidNextTokenException) RequestID ¶
func (s *InvalidNextTokenException) RequestID() string
RequestID returns the service's response RequestID for request.
func (*InvalidNextTokenException) StatusCode ¶
func (s *InvalidNextTokenException) StatusCode() int
Status code returns the HTTP status code for the request's response error.
func (InvalidNextTokenException) String ¶
func (s InvalidNextTokenException) String() string
String returns the string representation
type LimitExceededException ¶
type LimitExceededException struct { RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"` Message_ *string `locationName:"Message" type:"string"` // contains filtered or unexported fields }
The limit on the number of resources per account has been exceeded.
func (*LimitExceededException) Code ¶
func (s *LimitExceededException) Code() string
Code returns the exception type name.
func (*LimitExceededException) Error ¶
func (s *LimitExceededException) Error() string
func (LimitExceededException) GoString ¶
func (s LimitExceededException) GoString() string
GoString returns the string representation
func (*LimitExceededException) Message ¶
func (s *LimitExceededException) Message() string
Message returns the exception's message.
func (*LimitExceededException) OrigErr ¶
func (s *LimitExceededException) OrigErr() error
OrigErr always returns nil, satisfies awserr.Error interface.
func (*LimitExceededException) RequestID ¶
func (s *LimitExceededException) RequestID() string
RequestID returns the service's response RequestID for request.
func (*LimitExceededException) StatusCode ¶
func (s *LimitExceededException) StatusCode() int
Status code returns the HTTP status code for the request's response error.
func (LimitExceededException) String ¶
func (s LimitExceededException) String() string
String returns the string representation
type ListDatasetGroupsInput ¶
type ListDatasetGroupsInput struct { // The number of items to return in the response. MaxResults *int64 `min:"1" type:"integer"` // If the result of the previous request was truncated, the response includes // a NextToken. To retrieve the next set of results, use the token in the next // request. Tokens expire after 24 hours. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListDatasetGroupsInput) GoString ¶
func (s ListDatasetGroupsInput) GoString() string
GoString returns the string representation
func (*ListDatasetGroupsInput) SetMaxResults ¶
func (s *ListDatasetGroupsInput) SetMaxResults(v int64) *ListDatasetGroupsInput
SetMaxResults sets the MaxResults field's value.
func (*ListDatasetGroupsInput) SetNextToken ¶
func (s *ListDatasetGroupsInput) SetNextToken(v string) *ListDatasetGroupsInput
SetNextToken sets the NextToken field's value.
func (ListDatasetGroupsInput) String ¶
func (s ListDatasetGroupsInput) String() string
String returns the string representation
func (*ListDatasetGroupsInput) Validate ¶
func (s *ListDatasetGroupsInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type ListDatasetGroupsOutput ¶
type ListDatasetGroupsOutput struct { // An array of objects that summarize each dataset group's properties. DatasetGroups []*DatasetGroupSummary `type:"list"` // If the response is truncated, Amazon Forecast returns this token. To retrieve // the next set of results, use the token in the next request. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListDatasetGroupsOutput) GoString ¶
func (s ListDatasetGroupsOutput) GoString() string
GoString returns the string representation
func (*ListDatasetGroupsOutput) SetDatasetGroups ¶
func (s *ListDatasetGroupsOutput) SetDatasetGroups(v []*DatasetGroupSummary) *ListDatasetGroupsOutput
SetDatasetGroups sets the DatasetGroups field's value.
func (*ListDatasetGroupsOutput) SetNextToken ¶
func (s *ListDatasetGroupsOutput) SetNextToken(v string) *ListDatasetGroupsOutput
SetNextToken sets the NextToken field's value.
func (ListDatasetGroupsOutput) String ¶
func (s ListDatasetGroupsOutput) String() string
String returns the string representation
type ListDatasetImportJobsInput ¶
type ListDatasetImportJobsInput struct { // An array of filters. For each filter, you provide a condition and a match // statement. The condition is either IS or IS_NOT, which specifies whether // to include or exclude the datasets that match the statement from the list, // respectively. The match statement consists of a key and a value. // // Filter properties // // * Condition - The condition to apply. Valid values are IS and IS_NOT. // To include the datasets that match the statement, specify IS. To exclude // matching datasets, specify IS_NOT. // // * Key - The name of the parameter to filter on. Valid values are DatasetArn // and Status. // // * Value - The value to match. // // For example, to list all dataset import jobs whose status is ACTIVE, you // specify the following filter: // // "Filters": [ { "Condition": "IS", "Key": "Status", "Value": "ACTIVE" } ] Filters []*Filter `type:"list"` // The number of items to return in the response. MaxResults *int64 `min:"1" type:"integer"` // If the result of the previous request was truncated, the response includes // a NextToken. To retrieve the next set of results, use the token in the next // request. Tokens expire after 24 hours. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListDatasetImportJobsInput) GoString ¶
func (s ListDatasetImportJobsInput) GoString() string
GoString returns the string representation
func (*ListDatasetImportJobsInput) SetFilters ¶
func (s *ListDatasetImportJobsInput) SetFilters(v []*Filter) *ListDatasetImportJobsInput
SetFilters sets the Filters field's value.
func (*ListDatasetImportJobsInput) SetMaxResults ¶
func (s *ListDatasetImportJobsInput) SetMaxResults(v int64) *ListDatasetImportJobsInput
SetMaxResults sets the MaxResults field's value.
func (*ListDatasetImportJobsInput) SetNextToken ¶
func (s *ListDatasetImportJobsInput) SetNextToken(v string) *ListDatasetImportJobsInput
SetNextToken sets the NextToken field's value.
func (ListDatasetImportJobsInput) String ¶
func (s ListDatasetImportJobsInput) String() string
String returns the string representation
func (*ListDatasetImportJobsInput) Validate ¶
func (s *ListDatasetImportJobsInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type ListDatasetImportJobsOutput ¶
type ListDatasetImportJobsOutput struct { // An array of objects that summarize each dataset import job's properties. DatasetImportJobs []*DatasetImportJobSummary `type:"list"` // If the response is truncated, Amazon Forecast returns this token. To retrieve // the next set of results, use the token in the next request. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListDatasetImportJobsOutput) GoString ¶
func (s ListDatasetImportJobsOutput) GoString() string
GoString returns the string representation
func (*ListDatasetImportJobsOutput) SetDatasetImportJobs ¶
func (s *ListDatasetImportJobsOutput) SetDatasetImportJobs(v []*DatasetImportJobSummary) *ListDatasetImportJobsOutput
SetDatasetImportJobs sets the DatasetImportJobs field's value.
func (*ListDatasetImportJobsOutput) SetNextToken ¶
func (s *ListDatasetImportJobsOutput) SetNextToken(v string) *ListDatasetImportJobsOutput
SetNextToken sets the NextToken field's value.
func (ListDatasetImportJobsOutput) String ¶
func (s ListDatasetImportJobsOutput) String() string
String returns the string representation
type ListDatasetsInput ¶
type ListDatasetsInput struct { // The number of items to return in the response. MaxResults *int64 `min:"1" type:"integer"` // If the result of the previous request was truncated, the response includes // a NextToken. To retrieve the next set of results, use the token in the next // request. Tokens expire after 24 hours. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListDatasetsInput) GoString ¶
func (s ListDatasetsInput) GoString() string
GoString returns the string representation
func (*ListDatasetsInput) SetMaxResults ¶
func (s *ListDatasetsInput) SetMaxResults(v int64) *ListDatasetsInput
SetMaxResults sets the MaxResults field's value.
func (*ListDatasetsInput) SetNextToken ¶
func (s *ListDatasetsInput) SetNextToken(v string) *ListDatasetsInput
SetNextToken sets the NextToken field's value.
func (ListDatasetsInput) String ¶
func (s ListDatasetsInput) String() string
String returns the string representation
func (*ListDatasetsInput) Validate ¶
func (s *ListDatasetsInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type ListDatasetsOutput ¶
type ListDatasetsOutput struct { // An array of objects that summarize each dataset's properties. Datasets []*DatasetSummary `type:"list"` // If the response is truncated, Amazon Forecast returns this token. To retrieve // the next set of results, use the token in the next request. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListDatasetsOutput) GoString ¶
func (s ListDatasetsOutput) GoString() string
GoString returns the string representation
func (*ListDatasetsOutput) SetDatasets ¶
func (s *ListDatasetsOutput) SetDatasets(v []*DatasetSummary) *ListDatasetsOutput
SetDatasets sets the Datasets field's value.
func (*ListDatasetsOutput) SetNextToken ¶
func (s *ListDatasetsOutput) SetNextToken(v string) *ListDatasetsOutput
SetNextToken sets the NextToken field's value.
func (ListDatasetsOutput) String ¶
func (s ListDatasetsOutput) String() string
String returns the string representation
type ListForecastExportJobsInput ¶
type ListForecastExportJobsInput struct { // An array of filters. For each filter, you provide a condition and a match // statement. The condition is either IS or IS_NOT, which specifies whether // to include or exclude the forecast export jobs that match the statement from // the list, respectively. The match statement consists of a key and a value. // // Filter properties // // * Condition - The condition to apply. Valid values are IS and IS_NOT. // To include the forecast export jobs that match the statement, specify // IS. To exclude matching forecast export jobs, specify IS_NOT. // // * Key - The name of the parameter to filter on. Valid values are ForecastArn // and Status. // // * Value - The value to match. // // For example, to list all jobs that export a forecast named electricityforecast, // specify the following filter: // // "Filters": [ { "Condition": "IS", "Key": "ForecastArn", "Value": "arn:aws:forecast:us-west-2:<acct-id>:forecast/electricityforecast" // } ] Filters []*Filter `type:"list"` // The number of items to return in the response. MaxResults *int64 `min:"1" type:"integer"` // If the result of the previous request was truncated, the response includes // a NextToken. To retrieve the next set of results, use the token in the next // request. Tokens expire after 24 hours. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListForecastExportJobsInput) GoString ¶
func (s ListForecastExportJobsInput) GoString() string
GoString returns the string representation
func (*ListForecastExportJobsInput) SetFilters ¶
func (s *ListForecastExportJobsInput) SetFilters(v []*Filter) *ListForecastExportJobsInput
SetFilters sets the Filters field's value.
func (*ListForecastExportJobsInput) SetMaxResults ¶
func (s *ListForecastExportJobsInput) SetMaxResults(v int64) *ListForecastExportJobsInput
SetMaxResults sets the MaxResults field's value.
func (*ListForecastExportJobsInput) SetNextToken ¶
func (s *ListForecastExportJobsInput) SetNextToken(v string) *ListForecastExportJobsInput
SetNextToken sets the NextToken field's value.
func (ListForecastExportJobsInput) String ¶
func (s ListForecastExportJobsInput) String() string
String returns the string representation
func (*ListForecastExportJobsInput) Validate ¶
func (s *ListForecastExportJobsInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type ListForecastExportJobsOutput ¶
type ListForecastExportJobsOutput struct { // An array of objects that summarize each export job's properties. ForecastExportJobs []*ForecastExportJobSummary `type:"list"` // If the response is truncated, Amazon Forecast returns this token. To retrieve // the next set of results, use the token in the next request. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListForecastExportJobsOutput) GoString ¶
func (s ListForecastExportJobsOutput) GoString() string
GoString returns the string representation
func (*ListForecastExportJobsOutput) SetForecastExportJobs ¶
func (s *ListForecastExportJobsOutput) SetForecastExportJobs(v []*ForecastExportJobSummary) *ListForecastExportJobsOutput
SetForecastExportJobs sets the ForecastExportJobs field's value.
func (*ListForecastExportJobsOutput) SetNextToken ¶
func (s *ListForecastExportJobsOutput) SetNextToken(v string) *ListForecastExportJobsOutput
SetNextToken sets the NextToken field's value.
func (ListForecastExportJobsOutput) String ¶
func (s ListForecastExportJobsOutput) String() string
String returns the string representation
type ListForecastsInput ¶
type ListForecastsInput struct { // An array of filters. For each filter, you provide a condition and a match // statement. The condition is either IS or IS_NOT, which specifies whether // to include or exclude the forecasts that match the statement from the list, // respectively. The match statement consists of a key and a value. // // Filter properties // // * Condition - The condition to apply. Valid values are IS and IS_NOT. // To include the forecasts that match the statement, specify IS. To exclude // matching forecasts, specify IS_NOT. // // * Key - The name of the parameter to filter on. Valid values are DatasetGroupArn, // PredictorArn, and Status. // // * Value - The value to match. // // For example, to list all forecasts whose status is not ACTIVE, you would // specify: // // "Filters": [ { "Condition": "IS_NOT", "Key": "Status", "Value": "ACTIVE" // } ] Filters []*Filter `type:"list"` // The number of items to return in the response. MaxResults *int64 `min:"1" type:"integer"` // If the result of the previous request was truncated, the response includes // a NextToken. To retrieve the next set of results, use the token in the next // request. Tokens expire after 24 hours. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListForecastsInput) GoString ¶
func (s ListForecastsInput) GoString() string
GoString returns the string representation
func (*ListForecastsInput) SetFilters ¶
func (s *ListForecastsInput) SetFilters(v []*Filter) *ListForecastsInput
SetFilters sets the Filters field's value.
func (*ListForecastsInput) SetMaxResults ¶
func (s *ListForecastsInput) SetMaxResults(v int64) *ListForecastsInput
SetMaxResults sets the MaxResults field's value.
func (*ListForecastsInput) SetNextToken ¶
func (s *ListForecastsInput) SetNextToken(v string) *ListForecastsInput
SetNextToken sets the NextToken field's value.
func (ListForecastsInput) String ¶
func (s ListForecastsInput) String() string
String returns the string representation
func (*ListForecastsInput) Validate ¶
func (s *ListForecastsInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type ListForecastsOutput ¶
type ListForecastsOutput struct { // An array of objects that summarize each forecast's properties. Forecasts []*ForecastSummary `type:"list"` // If the response is truncated, Amazon Forecast returns this token. To retrieve // the next set of results, use the token in the next request. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListForecastsOutput) GoString ¶
func (s ListForecastsOutput) GoString() string
GoString returns the string representation
func (*ListForecastsOutput) SetForecasts ¶
func (s *ListForecastsOutput) SetForecasts(v []*ForecastSummary) *ListForecastsOutput
SetForecasts sets the Forecasts field's value.
func (*ListForecastsOutput) SetNextToken ¶
func (s *ListForecastsOutput) SetNextToken(v string) *ListForecastsOutput
SetNextToken sets the NextToken field's value.
func (ListForecastsOutput) String ¶
func (s ListForecastsOutput) String() string
String returns the string representation
type ListPredictorBacktestExportJobsInput ¶
type ListPredictorBacktestExportJobsInput struct { // An array of filters. For each filter, provide a condition and a match statement. // The condition is either IS or IS_NOT, which specifies whether to include // or exclude the predictor backtest export jobs that match the statement from // the list. The match statement consists of a key and a value. // // Filter properties // // * Condition - The condition to apply. Valid values are IS and IS_NOT. // To include the predictor backtest export jobs that match the statement, // specify IS. To exclude matching predictor backtest export jobs, specify // IS_NOT. // // * Key - The name of the parameter to filter on. Valid values are PredictorArn // and Status. // // * Value - The value to match. Filters []*Filter `type:"list"` // The number of items to return in the response. MaxResults *int64 `min:"1" type:"integer"` // If the result of the previous request was truncated, the response includes // a NextToken. To retrieve the next set of results, use the token in the next // request. Tokens expire after 24 hours. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListPredictorBacktestExportJobsInput) GoString ¶
func (s ListPredictorBacktestExportJobsInput) GoString() string
GoString returns the string representation
func (*ListPredictorBacktestExportJobsInput) SetFilters ¶
func (s *ListPredictorBacktestExportJobsInput) SetFilters(v []*Filter) *ListPredictorBacktestExportJobsInput
SetFilters sets the Filters field's value.
func (*ListPredictorBacktestExportJobsInput) SetMaxResults ¶
func (s *ListPredictorBacktestExportJobsInput) SetMaxResults(v int64) *ListPredictorBacktestExportJobsInput
SetMaxResults sets the MaxResults field's value.
func (*ListPredictorBacktestExportJobsInput) SetNextToken ¶
func (s *ListPredictorBacktestExportJobsInput) SetNextToken(v string) *ListPredictorBacktestExportJobsInput
SetNextToken sets the NextToken field's value.
func (ListPredictorBacktestExportJobsInput) String ¶
func (s ListPredictorBacktestExportJobsInput) String() string
String returns the string representation
func (*ListPredictorBacktestExportJobsInput) Validate ¶
func (s *ListPredictorBacktestExportJobsInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type ListPredictorBacktestExportJobsOutput ¶
type ListPredictorBacktestExportJobsOutput struct { // Returns this token if the response is truncated. To retrieve the next set // of results, use the token in the next request. NextToken *string `min:"1" type:"string"` // An array of objects that summarize the properties of each predictor backtest // export job. PredictorBacktestExportJobs []*PredictorBacktestExportJobSummary `type:"list"` // contains filtered or unexported fields }
func (ListPredictorBacktestExportJobsOutput) GoString ¶
func (s ListPredictorBacktestExportJobsOutput) GoString() string
GoString returns the string representation
func (*ListPredictorBacktestExportJobsOutput) SetNextToken ¶
func (s *ListPredictorBacktestExportJobsOutput) SetNextToken(v string) *ListPredictorBacktestExportJobsOutput
SetNextToken sets the NextToken field's value.
func (*ListPredictorBacktestExportJobsOutput) SetPredictorBacktestExportJobs ¶
func (s *ListPredictorBacktestExportJobsOutput) SetPredictorBacktestExportJobs(v []*PredictorBacktestExportJobSummary) *ListPredictorBacktestExportJobsOutput
SetPredictorBacktestExportJobs sets the PredictorBacktestExportJobs field's value.
func (ListPredictorBacktestExportJobsOutput) String ¶
func (s ListPredictorBacktestExportJobsOutput) String() string
String returns the string representation
type ListPredictorsInput ¶
type ListPredictorsInput struct { // An array of filters. For each filter, you provide a condition and a match // statement. The condition is either IS or IS_NOT, which specifies whether // to include or exclude the predictors that match the statement from the list, // respectively. The match statement consists of a key and a value. // // Filter properties // // * Condition - The condition to apply. Valid values are IS and IS_NOT. // To include the predictors that match the statement, specify IS. To exclude // matching predictors, specify IS_NOT. // // * Key - The name of the parameter to filter on. Valid values are DatasetGroupArn // and Status. // // * Value - The value to match. // // For example, to list all predictors whose status is ACTIVE, you would specify: // // "Filters": [ { "Condition": "IS", "Key": "Status", "Value": "ACTIVE" } ] Filters []*Filter `type:"list"` // The number of items to return in the response. MaxResults *int64 `min:"1" type:"integer"` // If the result of the previous request was truncated, the response includes // a NextToken. To retrieve the next set of results, use the token in the next // request. Tokens expire after 24 hours. NextToken *string `min:"1" type:"string"` // contains filtered or unexported fields }
func (ListPredictorsInput) GoString ¶
func (s ListPredictorsInput) GoString() string
GoString returns the string representation
func (*ListPredictorsInput) SetFilters ¶
func (s *ListPredictorsInput) SetFilters(v []*Filter) *ListPredictorsInput
SetFilters sets the Filters field's value.
func (*ListPredictorsInput) SetMaxResults ¶
func (s *ListPredictorsInput) SetMaxResults(v int64) *ListPredictorsInput
SetMaxResults sets the MaxResults field's value.
func (*ListPredictorsInput) SetNextToken ¶
func (s *ListPredictorsInput) SetNextToken(v string) *ListPredictorsInput
SetNextToken sets the NextToken field's value.
func (ListPredictorsInput) String ¶
func (s ListPredictorsInput) String() string
String returns the string representation
func (*ListPredictorsInput) Validate ¶
func (s *ListPredictorsInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type ListPredictorsOutput ¶
type ListPredictorsOutput struct { // If the response is truncated, Amazon Forecast returns this token. To retrieve // the next set of results, use the token in the next request. NextToken *string `min:"1" type:"string"` // An array of objects that summarize each predictor's properties. Predictors []*PredictorSummary `type:"list"` // contains filtered or unexported fields }
func (ListPredictorsOutput) GoString ¶
func (s ListPredictorsOutput) GoString() string
GoString returns the string representation
func (*ListPredictorsOutput) SetNextToken ¶
func (s *ListPredictorsOutput) SetNextToken(v string) *ListPredictorsOutput
SetNextToken sets the NextToken field's value.
func (*ListPredictorsOutput) SetPredictors ¶
func (s *ListPredictorsOutput) SetPredictors(v []*PredictorSummary) *ListPredictorsOutput
SetPredictors sets the Predictors field's value.
func (ListPredictorsOutput) String ¶
func (s ListPredictorsOutput) String() string
String returns the string representation
type ListTagsForResourceInput ¶
type ListTagsForResourceInput struct { // The Amazon Resource Name (ARN) that identifies the resource for which to // list the tags. Currently, the supported resources are Forecast dataset groups, // datasets, dataset import jobs, predictors, forecasts, and forecast export // jobs. // // ResourceArn is a required field ResourceArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (ListTagsForResourceInput) GoString ¶
func (s ListTagsForResourceInput) GoString() string
GoString returns the string representation
func (*ListTagsForResourceInput) SetResourceArn ¶
func (s *ListTagsForResourceInput) SetResourceArn(v string) *ListTagsForResourceInput
SetResourceArn sets the ResourceArn field's value.
func (ListTagsForResourceInput) String ¶
func (s ListTagsForResourceInput) String() string
String returns the string representation
func (*ListTagsForResourceInput) Validate ¶
func (s *ListTagsForResourceInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type ListTagsForResourceOutput ¶
type ListTagsForResourceOutput struct { // The tags for the resource. Tags []*Tag `type:"list"` // contains filtered or unexported fields }
func (ListTagsForResourceOutput) GoString ¶
func (s ListTagsForResourceOutput) GoString() string
GoString returns the string representation
func (*ListTagsForResourceOutput) SetTags ¶
func (s *ListTagsForResourceOutput) SetTags(v []*Tag) *ListTagsForResourceOutput
SetTags sets the Tags field's value.
func (ListTagsForResourceOutput) String ¶
func (s ListTagsForResourceOutput) String() string
String returns the string representation
type Metrics ¶
type Metrics struct { // Provides detailed error metrics on forecast type, root-mean square-error // (RMSE), and weighted average percentage error (WAPE). ErrorMetrics []*ErrorMetric `type:"list"` // The root-mean-square error (RMSE). // // Deprecated: This property is deprecated, please refer to ErrorMetrics for both RMSE and WAPE RMSE *float64 `deprecated:"true" type:"double"` // An array of weighted quantile losses. Quantiles divide a probability distribution // into regions of equal probability. The distribution in this case is the loss // function. WeightedQuantileLosses []*WeightedQuantileLoss `type:"list"` // contains filtered or unexported fields }
Provides metrics that are used to evaluate the performance of a predictor. This object is part of the WindowSummary object.
func (*Metrics) SetErrorMetrics ¶
func (s *Metrics) SetErrorMetrics(v []*ErrorMetric) *Metrics
SetErrorMetrics sets the ErrorMetrics field's value.
func (*Metrics) SetWeightedQuantileLosses ¶
func (s *Metrics) SetWeightedQuantileLosses(v []*WeightedQuantileLoss) *Metrics
SetWeightedQuantileLosses sets the WeightedQuantileLosses field's value.
type ParameterRanges ¶
type ParameterRanges struct { // Specifies the tunable range for each categorical hyperparameter. CategoricalParameterRanges []*CategoricalParameterRange `min:"1" type:"list"` // Specifies the tunable range for each continuous hyperparameter. ContinuousParameterRanges []*ContinuousParameterRange `min:"1" type:"list"` // Specifies the tunable range for each integer hyperparameter. IntegerParameterRanges []*IntegerParameterRange `min:"1" type:"list"` // contains filtered or unexported fields }
Specifies the categorical, continuous, and integer hyperparameters, and their ranges of tunable values. The range of tunable values determines which values that a hyperparameter tuning job can choose for the specified hyperparameter. This object is part of the HyperParameterTuningJobConfig object.
func (ParameterRanges) GoString ¶
func (s ParameterRanges) GoString() string
GoString returns the string representation
func (*ParameterRanges) SetCategoricalParameterRanges ¶
func (s *ParameterRanges) SetCategoricalParameterRanges(v []*CategoricalParameterRange) *ParameterRanges
SetCategoricalParameterRanges sets the CategoricalParameterRanges field's value.
func (*ParameterRanges) SetContinuousParameterRanges ¶
func (s *ParameterRanges) SetContinuousParameterRanges(v []*ContinuousParameterRange) *ParameterRanges
SetContinuousParameterRanges sets the ContinuousParameterRanges field's value.
func (*ParameterRanges) SetIntegerParameterRanges ¶
func (s *ParameterRanges) SetIntegerParameterRanges(v []*IntegerParameterRange) *ParameterRanges
SetIntegerParameterRanges sets the IntegerParameterRanges field's value.
func (ParameterRanges) String ¶
func (s ParameterRanges) String() string
String returns the string representation
func (*ParameterRanges) Validate ¶
func (s *ParameterRanges) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type PredictorBacktestExportJobSummary ¶
type PredictorBacktestExportJobSummary struct { // When the predictor backtest export job was created. CreationTime *time.Time `type:"timestamp"` // The destination for an export job. Provide an S3 path, an AWS Identity and // Access Management (IAM) role that allows Amazon Forecast to access the location, // and an AWS Key Management Service (KMS) key (optional). Destination *DataDestination `type:"structure"` // The last time the resource was modified. The timestamp depends on the status // of the job: // // * CREATE_PENDING - The CreationTime. // // * CREATE_IN_PROGRESS - The current timestamp. // // * CREATE_STOPPING - The current timestamp. // // * CREATE_STOPPED - When the job stopped. // // * ACTIVE or CREATE_FAILED - When the job finished or failed. LastModificationTime *time.Time `type:"timestamp"` // Information about any errors that may have occurred during the backtest export. Message *string `type:"string"` // The Amazon Resource Name (ARN) of the predictor backtest export job. PredictorBacktestExportJobArn *string `type:"string"` // The name of the predictor backtest export job. PredictorBacktestExportJobName *string `min:"1" type:"string"` // The status of the predictor backtest export job. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * CREATE_STOPPING, CREATE_STOPPED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED Status *string `type:"string"` // contains filtered or unexported fields }
Provides a summary of the predictor backtest export job properties used in the ListPredictorBacktestExportJobs operation. To get a complete set of properties, call the DescribePredictorBacktestExportJob operation, and provide the listed PredictorBacktestExportJobArn.
func (PredictorBacktestExportJobSummary) GoString ¶
func (s PredictorBacktestExportJobSummary) GoString() string
GoString returns the string representation
func (*PredictorBacktestExportJobSummary) SetCreationTime ¶
func (s *PredictorBacktestExportJobSummary) SetCreationTime(v time.Time) *PredictorBacktestExportJobSummary
SetCreationTime sets the CreationTime field's value.
func (*PredictorBacktestExportJobSummary) SetDestination ¶
func (s *PredictorBacktestExportJobSummary) SetDestination(v *DataDestination) *PredictorBacktestExportJobSummary
SetDestination sets the Destination field's value.
func (*PredictorBacktestExportJobSummary) SetLastModificationTime ¶
func (s *PredictorBacktestExportJobSummary) SetLastModificationTime(v time.Time) *PredictorBacktestExportJobSummary
SetLastModificationTime sets the LastModificationTime field's value.
func (*PredictorBacktestExportJobSummary) SetMessage ¶
func (s *PredictorBacktestExportJobSummary) SetMessage(v string) *PredictorBacktestExportJobSummary
SetMessage sets the Message field's value.
func (*PredictorBacktestExportJobSummary) SetPredictorBacktestExportJobArn ¶
func (s *PredictorBacktestExportJobSummary) SetPredictorBacktestExportJobArn(v string) *PredictorBacktestExportJobSummary
SetPredictorBacktestExportJobArn sets the PredictorBacktestExportJobArn field's value.
func (*PredictorBacktestExportJobSummary) SetPredictorBacktestExportJobName ¶
func (s *PredictorBacktestExportJobSummary) SetPredictorBacktestExportJobName(v string) *PredictorBacktestExportJobSummary
SetPredictorBacktestExportJobName sets the PredictorBacktestExportJobName field's value.
func (*PredictorBacktestExportJobSummary) SetStatus ¶
func (s *PredictorBacktestExportJobSummary) SetStatus(v string) *PredictorBacktestExportJobSummary
SetStatus sets the Status field's value.
func (PredictorBacktestExportJobSummary) String ¶
func (s PredictorBacktestExportJobSummary) String() string
String returns the string representation
type PredictorExecution ¶
type PredictorExecution struct { // The ARN of the algorithm used to test the predictor. AlgorithmArn *string `type:"string"` // An array of test windows used to evaluate the algorithm. The NumberOfBacktestWindows // from the object determines the number of windows in the array. TestWindows []*TestWindowSummary `type:"list"` // contains filtered or unexported fields }
The algorithm used to perform a backtest and the status of those tests.
func (PredictorExecution) GoString ¶
func (s PredictorExecution) GoString() string
GoString returns the string representation
func (*PredictorExecution) SetAlgorithmArn ¶
func (s *PredictorExecution) SetAlgorithmArn(v string) *PredictorExecution
SetAlgorithmArn sets the AlgorithmArn field's value.
func (*PredictorExecution) SetTestWindows ¶
func (s *PredictorExecution) SetTestWindows(v []*TestWindowSummary) *PredictorExecution
SetTestWindows sets the TestWindows field's value.
func (PredictorExecution) String ¶
func (s PredictorExecution) String() string
String returns the string representation
type PredictorExecutionDetails ¶
type PredictorExecutionDetails struct { // An array of the backtests performed to evaluate the accuracy of the predictor // against a particular algorithm. The NumberOfBacktestWindows from the object // determines the number of windows in the array. PredictorExecutions []*PredictorExecution `min:"1" type:"list"` // contains filtered or unexported fields }
Contains details on the backtests performed to evaluate the accuracy of the predictor. The tests are returned in descending order of accuracy, with the most accurate backtest appearing first. You specify the number of backtests to perform when you call the operation.
func (PredictorExecutionDetails) GoString ¶
func (s PredictorExecutionDetails) GoString() string
GoString returns the string representation
func (*PredictorExecutionDetails) SetPredictorExecutions ¶
func (s *PredictorExecutionDetails) SetPredictorExecutions(v []*PredictorExecution) *PredictorExecutionDetails
SetPredictorExecutions sets the PredictorExecutions field's value.
func (PredictorExecutionDetails) String ¶
func (s PredictorExecutionDetails) String() string
String returns the string representation
type PredictorSummary ¶
type PredictorSummary struct { // When the model training task was created. CreationTime *time.Time `type:"timestamp"` // The Amazon Resource Name (ARN) of the dataset group that contains the data // used to train the predictor. DatasetGroupArn *string `type:"string"` // The last time the resource was modified. The timestamp depends on the status // of the job: // // * CREATE_PENDING - The CreationTime. // // * CREATE_IN_PROGRESS - The current timestamp. // // * CREATE_STOPPING - The current timestamp. // // * CREATE_STOPPED - When the job stopped. // // * ACTIVE or CREATE_FAILED - When the job finished or failed. LastModificationTime *time.Time `type:"timestamp"` // If an error occurred, an informational message about the error. Message *string `type:"string"` // The ARN of the predictor. PredictorArn *string `type:"string"` // The name of the predictor. PredictorName *string `min:"1" type:"string"` // The status of the predictor. States include: // // * ACTIVE // // * CREATE_PENDING, CREATE_IN_PROGRESS, CREATE_FAILED // // * DELETE_PENDING, DELETE_IN_PROGRESS, DELETE_FAILED // // * CREATE_STOPPING, CREATE_STOPPED // // The Status of the predictor must be ACTIVE before you can use the predictor // to create a forecast. Status *string `type:"string"` // contains filtered or unexported fields }
Provides a summary of the predictor properties that are used in the ListPredictors operation. To get the complete set of properties, call the DescribePredictor operation, and provide the listed PredictorArn.
func (PredictorSummary) GoString ¶
func (s PredictorSummary) GoString() string
GoString returns the string representation
func (*PredictorSummary) SetCreationTime ¶
func (s *PredictorSummary) SetCreationTime(v time.Time) *PredictorSummary
SetCreationTime sets the CreationTime field's value.
func (*PredictorSummary) SetDatasetGroupArn ¶
func (s *PredictorSummary) SetDatasetGroupArn(v string) *PredictorSummary
SetDatasetGroupArn sets the DatasetGroupArn field's value.
func (*PredictorSummary) SetLastModificationTime ¶
func (s *PredictorSummary) SetLastModificationTime(v time.Time) *PredictorSummary
SetLastModificationTime sets the LastModificationTime field's value.
func (*PredictorSummary) SetMessage ¶
func (s *PredictorSummary) SetMessage(v string) *PredictorSummary
SetMessage sets the Message field's value.
func (*PredictorSummary) SetPredictorArn ¶
func (s *PredictorSummary) SetPredictorArn(v string) *PredictorSummary
SetPredictorArn sets the PredictorArn field's value.
func (*PredictorSummary) SetPredictorName ¶
func (s *PredictorSummary) SetPredictorName(v string) *PredictorSummary
SetPredictorName sets the PredictorName field's value.
func (*PredictorSummary) SetStatus ¶
func (s *PredictorSummary) SetStatus(v string) *PredictorSummary
SetStatus sets the Status field's value.
func (PredictorSummary) String ¶
func (s PredictorSummary) String() string
String returns the string representation
type ResourceAlreadyExistsException ¶
type ResourceAlreadyExistsException struct { RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"` Message_ *string `locationName:"Message" type:"string"` // contains filtered or unexported fields }
There is already a resource with this name. Try again with a different name.
func (*ResourceAlreadyExistsException) Code ¶
func (s *ResourceAlreadyExistsException) Code() string
Code returns the exception type name.
func (*ResourceAlreadyExistsException) Error ¶
func (s *ResourceAlreadyExistsException) Error() string
func (ResourceAlreadyExistsException) GoString ¶
func (s ResourceAlreadyExistsException) GoString() string
GoString returns the string representation
func (*ResourceAlreadyExistsException) Message ¶
func (s *ResourceAlreadyExistsException) Message() string
Message returns the exception's message.
func (*ResourceAlreadyExistsException) OrigErr ¶
func (s *ResourceAlreadyExistsException) OrigErr() error
OrigErr always returns nil, satisfies awserr.Error interface.
func (*ResourceAlreadyExistsException) RequestID ¶
func (s *ResourceAlreadyExistsException) RequestID() string
RequestID returns the service's response RequestID for request.
func (*ResourceAlreadyExistsException) StatusCode ¶
func (s *ResourceAlreadyExistsException) StatusCode() int
Status code returns the HTTP status code for the request's response error.
func (ResourceAlreadyExistsException) String ¶
func (s ResourceAlreadyExistsException) String() string
String returns the string representation
type ResourceInUseException ¶
type ResourceInUseException struct { RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"` Message_ *string `locationName:"Message" type:"string"` // contains filtered or unexported fields }
The specified resource is in use.
func (*ResourceInUseException) Code ¶
func (s *ResourceInUseException) Code() string
Code returns the exception type name.
func (*ResourceInUseException) Error ¶
func (s *ResourceInUseException) Error() string
func (ResourceInUseException) GoString ¶
func (s ResourceInUseException) GoString() string
GoString returns the string representation
func (*ResourceInUseException) Message ¶
func (s *ResourceInUseException) Message() string
Message returns the exception's message.
func (*ResourceInUseException) OrigErr ¶
func (s *ResourceInUseException) OrigErr() error
OrigErr always returns nil, satisfies awserr.Error interface.
func (*ResourceInUseException) RequestID ¶
func (s *ResourceInUseException) RequestID() string
RequestID returns the service's response RequestID for request.
func (*ResourceInUseException) StatusCode ¶
func (s *ResourceInUseException) StatusCode() int
Status code returns the HTTP status code for the request's response error.
func (ResourceInUseException) String ¶
func (s ResourceInUseException) String() string
String returns the string representation
type ResourceNotFoundException ¶
type ResourceNotFoundException struct { RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"` Message_ *string `locationName:"Message" type:"string"` // contains filtered or unexported fields }
We can't find a resource with that Amazon Resource Name (ARN). Check the ARN and try again.
func (*ResourceNotFoundException) Code ¶
func (s *ResourceNotFoundException) Code() string
Code returns the exception type name.
func (*ResourceNotFoundException) Error ¶
func (s *ResourceNotFoundException) Error() string
func (ResourceNotFoundException) GoString ¶
func (s ResourceNotFoundException) GoString() string
GoString returns the string representation
func (*ResourceNotFoundException) Message ¶
func (s *ResourceNotFoundException) Message() string
Message returns the exception's message.
func (*ResourceNotFoundException) OrigErr ¶
func (s *ResourceNotFoundException) OrigErr() error
OrigErr always returns nil, satisfies awserr.Error interface.
func (*ResourceNotFoundException) RequestID ¶
func (s *ResourceNotFoundException) RequestID() string
RequestID returns the service's response RequestID for request.
func (*ResourceNotFoundException) StatusCode ¶
func (s *ResourceNotFoundException) StatusCode() int
Status code returns the HTTP status code for the request's response error.
func (ResourceNotFoundException) String ¶
func (s ResourceNotFoundException) String() string
String returns the string representation
type S3Config ¶
type S3Config struct { // The Amazon Resource Name (ARN) of an AWS Key Management Service (KMS) key. KMSKeyArn *string `type:"string"` // The path to an Amazon Simple Storage Service (Amazon S3) bucket or file(s) // in an Amazon S3 bucket. // // Path is a required field Path *string `type:"string" required:"true"` // The ARN of the AWS Identity and Access Management (IAM) role that Amazon // Forecast can assume to access the Amazon S3 bucket or files. If you provide // a value for the KMSKeyArn key, the role must allow access to the key. // // Passing a role across AWS accounts is not allowed. If you pass a role that // isn't in your account, you get an InvalidInputException error. // // RoleArn is a required field RoleArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
The path to the file(s) in an Amazon Simple Storage Service (Amazon S3) bucket, and an AWS Identity and Access Management (IAM) role that Amazon Forecast can assume to access the file(s). Optionally, includes an AWS Key Management Service (KMS) key. This object is part of the DataSource object that is submitted in the CreateDatasetImportJob request, and part of the DataDestination object.
func (*S3Config) SetKMSKeyArn ¶
SetKMSKeyArn sets the KMSKeyArn field's value.
func (*S3Config) SetRoleArn ¶
SetRoleArn sets the RoleArn field's value.
type Schema ¶
type Schema struct { // An array of attributes specifying the name and type of each field in a dataset. Attributes []*SchemaAttribute `min:"1" type:"list"` // contains filtered or unexported fields }
Defines the fields of a dataset. You specify this object in the CreateDataset request.
func (*Schema) SetAttributes ¶
func (s *Schema) SetAttributes(v []*SchemaAttribute) *Schema
SetAttributes sets the Attributes field's value.
type SchemaAttribute ¶
type SchemaAttribute struct { // The name of the dataset field. AttributeName *string `min:"1" type:"string"` // The data type of the field. AttributeType *string `type:"string" enum:"AttributeType"` // contains filtered or unexported fields }
An attribute of a schema, which defines a dataset field. A schema attribute is required for every field in a dataset. The Schema object contains an array of SchemaAttribute objects.
func (SchemaAttribute) GoString ¶
func (s SchemaAttribute) GoString() string
GoString returns the string representation
func (*SchemaAttribute) SetAttributeName ¶
func (s *SchemaAttribute) SetAttributeName(v string) *SchemaAttribute
SetAttributeName sets the AttributeName field's value.
func (*SchemaAttribute) SetAttributeType ¶
func (s *SchemaAttribute) SetAttributeType(v string) *SchemaAttribute
SetAttributeType sets the AttributeType field's value.
func (SchemaAttribute) String ¶
func (s SchemaAttribute) String() string
String returns the string representation
func (*SchemaAttribute) Validate ¶
func (s *SchemaAttribute) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type Statistics ¶
type Statistics struct { // For a numeric field, the average value in the field. Avg *float64 `type:"double"` // The number of values in the field. Count *int64 `type:"integer"` // The number of distinct values in the field. CountDistinct *int64 `type:"integer"` // The number of NAN (not a number) values in the field. CountNan *int64 `type:"integer"` // The number of null values in the field. CountNull *int64 `type:"integer"` // For a numeric field, the maximum value in the field. Max *string `type:"string"` // For a numeric field, the minimum value in the field. Min *string `type:"string"` // For a numeric field, the standard deviation. Stddev *float64 `type:"double"` // contains filtered or unexported fields }
Provides statistics for each data field imported into to an Amazon Forecast dataset with the CreateDatasetImportJob operation.
func (Statistics) GoString ¶
func (s Statistics) GoString() string
GoString returns the string representation
func (*Statistics) SetAvg ¶
func (s *Statistics) SetAvg(v float64) *Statistics
SetAvg sets the Avg field's value.
func (*Statistics) SetCount ¶
func (s *Statistics) SetCount(v int64) *Statistics
SetCount sets the Count field's value.
func (*Statistics) SetCountDistinct ¶
func (s *Statistics) SetCountDistinct(v int64) *Statistics
SetCountDistinct sets the CountDistinct field's value.
func (*Statistics) SetCountNan ¶
func (s *Statistics) SetCountNan(v int64) *Statistics
SetCountNan sets the CountNan field's value.
func (*Statistics) SetCountNull ¶
func (s *Statistics) SetCountNull(v int64) *Statistics
SetCountNull sets the CountNull field's value.
func (*Statistics) SetMax ¶
func (s *Statistics) SetMax(v string) *Statistics
SetMax sets the Max field's value.
func (*Statistics) SetMin ¶
func (s *Statistics) SetMin(v string) *Statistics
SetMin sets the Min field's value.
func (*Statistics) SetStddev ¶
func (s *Statistics) SetStddev(v float64) *Statistics
SetStddev sets the Stddev field's value.
func (Statistics) String ¶
func (s Statistics) String() string
String returns the string representation
type StopResourceInput ¶
type StopResourceInput struct { // The Amazon Resource Name (ARN) that identifies the resource to stop. The // supported ARNs are DatasetImportJobArn, PredictorArn, PredictorBacktestExportJobArn, // ForecastArn, and ForecastExportJobArn. // // ResourceArn is a required field ResourceArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (StopResourceInput) GoString ¶
func (s StopResourceInput) GoString() string
GoString returns the string representation
func (*StopResourceInput) SetResourceArn ¶
func (s *StopResourceInput) SetResourceArn(v string) *StopResourceInput
SetResourceArn sets the ResourceArn field's value.
func (StopResourceInput) String ¶
func (s StopResourceInput) String() string
String returns the string representation
func (*StopResourceInput) Validate ¶
func (s *StopResourceInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type StopResourceOutput ¶
type StopResourceOutput struct {
// contains filtered or unexported fields
}
func (StopResourceOutput) GoString ¶
func (s StopResourceOutput) GoString() string
GoString returns the string representation
func (StopResourceOutput) String ¶
func (s StopResourceOutput) String() string
String returns the string representation
type SupplementaryFeature ¶
type SupplementaryFeature struct { // The name of the feature. Valid values: "holiday" and "weather". // // Name is a required field Name *string `min:"1" type:"string" required:"true"` // Weather Index // // To enable the Weather Index, set the value to "true" // // Holidays // // To enable Holidays, specify a country with one of the following two-letter // country codes: // // * "AL" - ALBANIA // // * "AR" - ARGENTINA // // * "AT" - AUSTRIA // // * "AU" - AUSTRALIA // // * "BA" - BOSNIA HERZEGOVINA // // * "BE" - BELGIUM // // * "BG" - BULGARIA // // * "BO" - BOLIVIA // // * "BR" - BRAZIL // // * "BY" - BELARUS // // * "CA" - CANADA // // * "CL" - CHILE // // * "CO" - COLOMBIA // // * "CR" - COSTA RICA // // * "HR" - CROATIA // // * "CZ" - CZECH REPUBLIC // // * "DK" - DENMARK // // * "EC" - ECUADOR // // * "EE" - ESTONIA // // * "ET" - ETHIOPIA // // * "FI" - FINLAND // // * "FR" - FRANCE // // * "DE" - GERMANY // // * "GR" - GREECE // // * "HU" - HUNGARY // // * "IS" - ICELAND // // * "IN" - INDIA // // * "IE" - IRELAND // // * "IT" - ITALY // // * "JP" - JAPAN // // * "KZ" - KAZAKHSTAN // // * "KR" - KOREA // // * "LV" - LATVIA // // * "LI" - LIECHTENSTEIN // // * "LT" - LITHUANIA // // * "LU" - LUXEMBOURG // // * "MK" - MACEDONIA // // * "MT" - MALTA // // * "MX" - MEXICO // // * "MD" - MOLDOVA // // * "ME" - MONTENEGRO // // * "NL" - NETHERLANDS // // * "NZ" - NEW ZEALAND // // * "NI" - NICARAGUA // // * "NG" - NIGERIA // // * "NO" - NORWAY // // * "PA" - PANAMA // // * "PY" - PARAGUAY // // * "PE" - PERU // // * "PL" - POLAND // // * "PT" - PORTUGAL // // * "RO" - ROMANIA // // * "RU" - RUSSIA // // * "RS" - SERBIA // // * "SK" - SLOVAKIA // // * "SI" - SLOVENIA // // * "ZA" - SOUTH AFRICA // // * "ES" - SPAIN // // * "SE" - SWEDEN // // * "CH" - SWITZERLAND // // * "UA" - UKRAINE // // * "AE" - UNITED ARAB EMIRATES // // * "US" - UNITED STATES // // * "UK" - UNITED KINGDOM // // * "UY" - URUGUAY // // * "VE" - VENEZUELA // // Value is a required field Value *string `type:"string" required:"true"` // contains filtered or unexported fields }
Describes a supplementary feature of a dataset group. This object is part of the InputDataConfig object. Forecast supports the Weather Index and Holidays built-in featurizations.
Weather Index ¶
The Amazon Forecast Weather Index is a built-in featurization that incorporates historical and projected weather information into your model. The Weather Index supplements your datasets with over two years of historical weather data and up to 14 days of projected weather data. For more information, see Amazon Forecast Weather Index (https://docs.aws.amazon.com/forecast/latest/dg/weather.html).
Holidays ¶
Holidays is a built-in featurization that incorporates a feature-engineered dataset of national holiday information into your model. It provides native support for the holiday calendars of 66 countries. To view the holiday calendars, refer to the Jollyday (http://jollyday.sourceforge.net/data.html) library. For more information, see Holidays Featurization (https://docs.aws.amazon.com/forecast/latest/dg/holidays.html).
func (SupplementaryFeature) GoString ¶
func (s SupplementaryFeature) GoString() string
GoString returns the string representation
func (*SupplementaryFeature) SetName ¶
func (s *SupplementaryFeature) SetName(v string) *SupplementaryFeature
SetName sets the Name field's value.
func (*SupplementaryFeature) SetValue ¶
func (s *SupplementaryFeature) SetValue(v string) *SupplementaryFeature
SetValue sets the Value field's value.
func (SupplementaryFeature) String ¶
func (s SupplementaryFeature) String() string
String returns the string representation
func (*SupplementaryFeature) Validate ¶
func (s *SupplementaryFeature) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type Tag ¶
type Tag struct { // One part of a key-value pair that makes up a tag. A key is a general label // that acts like a category for more specific tag values. // // Key is a required field Key *string `min:"1" type:"string" required:"true" sensitive:"true"` // The optional part of a key-value pair that makes up a tag. A value acts as // a descriptor within a tag category (key). // // Value is a required field Value *string `type:"string" required:"true" sensitive:"true"` // contains filtered or unexported fields }
The optional metadata that you apply to a resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.
The following basic restrictions apply to tags:
Maximum number of tags per resource - 50.
For each resource, each tag key must be unique, and each tag key can have only one value.
Maximum key length - 128 Unicode characters in UTF-8.
Maximum value length - 256 Unicode characters in UTF-8.
If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.
Tag keys and values are case sensitive.
Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Forecast considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.
type TagResourceInput ¶
type TagResourceInput struct { // The Amazon Resource Name (ARN) that identifies the resource for which to // list the tags. Currently, the supported resources are Forecast dataset groups, // datasets, dataset import jobs, predictors, forecasts, and forecast export // jobs. // // ResourceArn is a required field ResourceArn *string `type:"string" required:"true"` // The tags to add to the resource. A tag is an array of key-value pairs. // // The following basic restrictions apply to tags: // // * Maximum number of tags per resource - 50. // // * For each resource, each tag key must be unique, and each tag key can // have only one value. // // * Maximum key length - 128 Unicode characters in UTF-8. // // * Maximum value length - 256 Unicode characters in UTF-8. // // * If your tagging schema is used across multiple services and resources, // remember that other services may have restrictions on allowed characters. // Generally allowed characters are: letters, numbers, and spaces representable // in UTF-8, and the following characters: + - = . _ : / @. // // * Tag keys and values are case sensitive. // // * Do not use aws:, AWS:, or any upper or lowercase combination of such // as a prefix for keys as it is reserved for AWS use. You cannot edit or // delete tag keys with this prefix. Values can have this prefix. If a tag // value has aws as its prefix but the key does not, then Forecast considers // it to be a user tag and will count against the limit of 50 tags. Tags // with only the key prefix of aws do not count against your tags per resource // limit. // // Tags is a required field Tags []*Tag `type:"list" required:"true"` // contains filtered or unexported fields }
func (TagResourceInput) GoString ¶
func (s TagResourceInput) GoString() string
GoString returns the string representation
func (*TagResourceInput) SetResourceArn ¶
func (s *TagResourceInput) SetResourceArn(v string) *TagResourceInput
SetResourceArn sets the ResourceArn field's value.
func (*TagResourceInput) SetTags ¶
func (s *TagResourceInput) SetTags(v []*Tag) *TagResourceInput
SetTags sets the Tags field's value.
func (TagResourceInput) String ¶
func (s TagResourceInput) String() string
String returns the string representation
func (*TagResourceInput) Validate ¶
func (s *TagResourceInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type TagResourceOutput ¶
type TagResourceOutput struct {
// contains filtered or unexported fields
}
func (TagResourceOutput) GoString ¶
func (s TagResourceOutput) GoString() string
GoString returns the string representation
func (TagResourceOutput) String ¶
func (s TagResourceOutput) String() string
String returns the string representation
type TestWindowSummary ¶
type TestWindowSummary struct { // If the test failed, the reason why it failed. Message *string `type:"string"` // The status of the test. Possible status values are: // // * ACTIVE // // * CREATE_IN_PROGRESS // // * CREATE_FAILED Status *string `type:"string"` // The time at which the test ended. TestWindowEnd *time.Time `type:"timestamp"` // The time at which the test began. TestWindowStart *time.Time `type:"timestamp"` // contains filtered or unexported fields }
The status, start time, and end time of a backtest, as well as a failure reason if applicable.
func (TestWindowSummary) GoString ¶
func (s TestWindowSummary) GoString() string
GoString returns the string representation
func (*TestWindowSummary) SetMessage ¶
func (s *TestWindowSummary) SetMessage(v string) *TestWindowSummary
SetMessage sets the Message field's value.
func (*TestWindowSummary) SetStatus ¶
func (s *TestWindowSummary) SetStatus(v string) *TestWindowSummary
SetStatus sets the Status field's value.
func (*TestWindowSummary) SetTestWindowEnd ¶
func (s *TestWindowSummary) SetTestWindowEnd(v time.Time) *TestWindowSummary
SetTestWindowEnd sets the TestWindowEnd field's value.
func (*TestWindowSummary) SetTestWindowStart ¶
func (s *TestWindowSummary) SetTestWindowStart(v time.Time) *TestWindowSummary
SetTestWindowStart sets the TestWindowStart field's value.
func (TestWindowSummary) String ¶
func (s TestWindowSummary) String() string
String returns the string representation
type UntagResourceInput ¶
type UntagResourceInput struct { // The Amazon Resource Name (ARN) that identifies the resource for which to // list the tags. Currently, the supported resources are Forecast dataset groups, // datasets, dataset import jobs, predictors, forecasts, and forecast exports. // // ResourceArn is a required field ResourceArn *string `type:"string" required:"true"` // The keys of the tags to be removed. // // TagKeys is a required field TagKeys []*string `type:"list" required:"true"` // contains filtered or unexported fields }
func (UntagResourceInput) GoString ¶
func (s UntagResourceInput) GoString() string
GoString returns the string representation
func (*UntagResourceInput) SetResourceArn ¶
func (s *UntagResourceInput) SetResourceArn(v string) *UntagResourceInput
SetResourceArn sets the ResourceArn field's value.
func (*UntagResourceInput) SetTagKeys ¶
func (s *UntagResourceInput) SetTagKeys(v []*string) *UntagResourceInput
SetTagKeys sets the TagKeys field's value.
func (UntagResourceInput) String ¶
func (s UntagResourceInput) String() string
String returns the string representation
func (*UntagResourceInput) Validate ¶
func (s *UntagResourceInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type UntagResourceOutput ¶
type UntagResourceOutput struct {
// contains filtered or unexported fields
}
func (UntagResourceOutput) GoString ¶
func (s UntagResourceOutput) GoString() string
GoString returns the string representation
func (UntagResourceOutput) String ¶
func (s UntagResourceOutput) String() string
String returns the string representation
type UpdateDatasetGroupInput ¶
type UpdateDatasetGroupInput struct { // An array of the Amazon Resource Names (ARNs) of the datasets to add to the // dataset group. // // DatasetArns is a required field DatasetArns []*string `type:"list" required:"true"` // The ARN of the dataset group. // // DatasetGroupArn is a required field DatasetGroupArn *string `type:"string" required:"true"` // contains filtered or unexported fields }
func (UpdateDatasetGroupInput) GoString ¶
func (s UpdateDatasetGroupInput) GoString() string
GoString returns the string representation
func (*UpdateDatasetGroupInput) SetDatasetArns ¶
func (s *UpdateDatasetGroupInput) SetDatasetArns(v []*string) *UpdateDatasetGroupInput
SetDatasetArns sets the DatasetArns field's value.
func (*UpdateDatasetGroupInput) SetDatasetGroupArn ¶
func (s *UpdateDatasetGroupInput) SetDatasetGroupArn(v string) *UpdateDatasetGroupInput
SetDatasetGroupArn sets the DatasetGroupArn field's value.
func (UpdateDatasetGroupInput) String ¶
func (s UpdateDatasetGroupInput) String() string
String returns the string representation
func (*UpdateDatasetGroupInput) Validate ¶
func (s *UpdateDatasetGroupInput) Validate() error
Validate inspects the fields of the type to determine if they are valid.
type UpdateDatasetGroupOutput ¶
type UpdateDatasetGroupOutput struct {
// contains filtered or unexported fields
}
func (UpdateDatasetGroupOutput) GoString ¶
func (s UpdateDatasetGroupOutput) GoString() string
GoString returns the string representation
func (UpdateDatasetGroupOutput) String ¶
func (s UpdateDatasetGroupOutput) String() string
String returns the string representation
type WeightedQuantileLoss ¶
type WeightedQuantileLoss struct { // The difference between the predicted value and the actual value over the // quantile, weighted (normalized) by dividing by the sum over all quantiles. LossValue *float64 `type:"double"` // The quantile. Quantiles divide a probability distribution into regions of // equal probability. For example, if the distribution was divided into 5 regions // of equal probability, the quantiles would be 0.2, 0.4, 0.6, and 0.8. Quantile *float64 `type:"double"` // contains filtered or unexported fields }
The weighted loss value for a quantile. This object is part of the Metrics object.
func (WeightedQuantileLoss) GoString ¶
func (s WeightedQuantileLoss) GoString() string
GoString returns the string representation
func (*WeightedQuantileLoss) SetLossValue ¶
func (s *WeightedQuantileLoss) SetLossValue(v float64) *WeightedQuantileLoss
SetLossValue sets the LossValue field's value.
func (*WeightedQuantileLoss) SetQuantile ¶
func (s *WeightedQuantileLoss) SetQuantile(v float64) *WeightedQuantileLoss
SetQuantile sets the Quantile field's value.
func (WeightedQuantileLoss) String ¶
func (s WeightedQuantileLoss) String() string
String returns the string representation
type WindowSummary ¶
type WindowSummary struct { // The type of evaluation. // // * SUMMARY - The average metrics across all windows. // // * COMPUTED - The metrics for the specified window. EvaluationType *string `type:"string" enum:"EvaluationType"` // The number of data points within the window. ItemCount *int64 `type:"integer"` // Provides metrics used to evaluate the performance of a predictor. Metrics *Metrics `type:"structure"` // The timestamp that defines the end of the window. TestWindowEnd *time.Time `type:"timestamp"` // The timestamp that defines the start of the window. TestWindowStart *time.Time `type:"timestamp"` // contains filtered or unexported fields }
The metrics for a time range within the evaluation portion of a dataset. This object is part of the EvaluationResult object.
The TestWindowStart and TestWindowEnd parameters are determined by the BackTestWindowOffset parameter of the EvaluationParameters object.
func (WindowSummary) GoString ¶
func (s WindowSummary) GoString() string
GoString returns the string representation
func (*WindowSummary) SetEvaluationType ¶
func (s *WindowSummary) SetEvaluationType(v string) *WindowSummary
SetEvaluationType sets the EvaluationType field's value.
func (*WindowSummary) SetItemCount ¶
func (s *WindowSummary) SetItemCount(v int64) *WindowSummary
SetItemCount sets the ItemCount field's value.
func (*WindowSummary) SetMetrics ¶
func (s *WindowSummary) SetMetrics(v *Metrics) *WindowSummary
SetMetrics sets the Metrics field's value.
func (*WindowSummary) SetTestWindowEnd ¶
func (s *WindowSummary) SetTestWindowEnd(v time.Time) *WindowSummary
SetTestWindowEnd sets the TestWindowEnd field's value.
func (*WindowSummary) SetTestWindowStart ¶
func (s *WindowSummary) SetTestWindowStart(v time.Time) *WindowSummary
SetTestWindowStart sets the TestWindowStart field's value.
func (WindowSummary) String ¶
func (s WindowSummary) String() string
String returns the string representation
Directories ¶
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Package forecastserviceiface provides an interface to enable mocking the Amazon Forecast Service service client for testing your code.
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Package forecastserviceiface provides an interface to enable mocking the Amazon Forecast Service service client for testing your code. |