Package forecastserviceiface provides an interface to enable mocking the Amazon Forecast Service service client for testing your code.

AttributeType_Values returns all elements of the AttributeType enum.

AutoMLOverrideStrategy_Values returns all elements of the AutoMLOverrideStrategy enum.

Condition_Values returns all elements of the Condition enum.

DatasetType_Values returns all elements of the DatasetType enum.

DayOfWeek_Values returns all elements of the DayOfWeek enum.

Domain_Values returns all elements of the Domain enum.

EvaluationType_Values returns all elements of the EvaluationType enum.

FeaturizationMethodName_Values returns all elements of the FeaturizationMethodName enum.

FilterConditionString_Values returns all elements of the FilterConditionString enum.

ImportMode_Values returns all elements of the ImportMode enum.

Month_Values returns all elements of the Month enum.

New creates a new instance of the ForecastService client with a session.

Operation_Values returns all elements of the Operation enum.

OptimizationMetric_Values returns all elements of the OptimizationMetric enum.

ScalingType_Values returns all elements of the ScalingType enum.

State_Values returns all elements of the State enum.

TimePointGranularity_Values returns all elements of the TimePointGranularity enum.

TimeSeriesGranularity_Values returns all elements of the TimeSeriesGranularity enum.

AttributeTypeFloat is a AttributeType enum value.

AttributeTypeGeolocation is a AttributeType enum value.

AttributeTypeInteger is a AttributeType enum value.

AttributeTypeString is a AttributeType enum value.

AttributeTypeTimestamp is a AttributeType enum value.

AutoMLOverrideStrategyAccuracyOptimized is a AutoMLOverrideStrategy enum value.

AutoMLOverrideStrategyLatencyOptimized is a AutoMLOverrideStrategy enum value.

ConditionEquals is a Condition enum value.

ConditionGreaterThan is a Condition enum value.

ConditionLessThan is a Condition enum value.

ConditionNotEquals is a Condition enum value.

DatasetTypeItemMetadata is a DatasetType enum value.

DatasetTypeRelatedTimeSeries is a DatasetType enum value.

DatasetTypeTargetTimeSeries is a DatasetType enum value.

DayOfWeekFriday is a DayOfWeek enum value.

DayOfWeekMonday is a DayOfWeek enum value.

DayOfWeekSaturday is a DayOfWeek enum value.

DayOfWeekSunday is a DayOfWeek enum value.

DayOfWeekThursday is a DayOfWeek enum value.

DayOfWeekTuesday is a DayOfWeek enum value.

DayOfWeekWednesday is a DayOfWeek enum value.

DomainCustom is a Domain enum value.

DomainEc2Capacity is a Domain enum value.

DomainInventoryPlanning is a Domain enum value.

DomainMetrics is a Domain enum value.

DomainRetail is a Domain enum value.

DomainWebTraffic is a Domain enum value.

DomainWorkForce is a Domain enum value.

ID to lookup a service endpoint with.

ErrCodeInvalidInputException for service response error code "InvalidInputException".

ErrCodeInvalidNextTokenException for service response error code "InvalidNextTokenException".

ErrCodeLimitExceededException for service response error code "LimitExceededException".

ErrCodeResourceAlreadyExistsException for service response error code "ResourceAlreadyExistsException".

ErrCodeResourceInUseException for service response error code "ResourceInUseException".

ErrCodeResourceNotFoundException for service response error code "ResourceNotFoundException".

EvaluationTypeComputed is a EvaluationType enum value.

EvaluationTypeSummary is a EvaluationType enum value.

FeaturizationMethodNameFilling is a FeaturizationMethodName enum value.

FilterConditionStringIs is a FilterConditionString enum value.

FilterConditionStringIsNot is a FilterConditionString enum value.

ImportModeFull is a ImportMode enum value.

ImportModeIncremental is a ImportMode enum value.

MonthApril is a Month enum value.

MonthAugust is a Month enum value.

MonthDecember is a Month enum value.

MonthFebruary is a Month enum value.

MonthJanuary is a Month enum value.

MonthJuly is a Month enum value.

MonthJune is a Month enum value.

MonthMarch is a Month enum value.

MonthMay is a Month enum value.

MonthNovember is a Month enum value.

MonthOctober is a Month enum value.

MonthSeptember is a Month enum value.

OperationAdd is a Operation enum value.

OperationDivide is a Operation enum value.

OperationMultiply is a Operation enum value.

OperationSubtract is a Operation enum value.

OptimizationMetricAverageWeightedQuantileLoss is a OptimizationMetric enum value.

OptimizationMetricMape is a OptimizationMetric enum value.

OptimizationMetricMase is a OptimizationMetric enum value.

OptimizationMetricRmse is a OptimizationMetric enum value.

OptimizationMetricWape is a OptimizationMetric enum value.

ScalingTypeAuto is a ScalingType enum value.

ScalingTypeLinear is a ScalingType enum value.

ScalingTypeLogarithmic is a ScalingType enum value.

ScalingTypeReverseLogarithmic is a ScalingType enum value.

ServiceID is a unique identifier of a specific service.

Name of service.

StateActive is a State enum value.

StateDeleted is a State enum value.

TimePointGranularityAll is a TimePointGranularity enum value.

TimePointGranularitySpecific is a TimePointGranularity enum value.

TimeSeriesGranularityAll is a TimeSeriesGranularity enum value.

TimeSeriesGranularitySpecific is a TimeSeriesGranularity enum value.

Defines the modifications that you are making to an attribute for a what-if forecast.

Describes an additional dataset.

Provides information about the method used to transform attributes.

Metrics you can use as a baseline for comparison purposes.

An individual metric that you can use for comparison as you evaluate your monitoring results.

Specifies a categorical hyperparameter and it's range of tunable values.

Specifies a continuous hyperparameter and it's range of tunable values.

The data configuration for your dataset group and any additional datasets.

The destination for an export job.

Provides a summary of the dataset group properties used in the ListDatasetGroups (https://docs.aws.amazon.com/forecast/latest/dg/API_ListDatasetGroups.html) operation.

Provides a summary of the dataset import job properties used in the ListDatasetImportJobs (https://docs.aws.amazon.com/forecast/latest/dg/API_ListDatasetImportJobs.html) operation.

Provides a summary of the dataset properties used in the ListDatasets (https://docs.aws.amazon.com/forecast/latest/dg/API_ListDatasets.html) operation.

The source of your data, an Identity and Access Management (IAM) role that allows Amazon Forecast to access the data and, optionally, an Key Management Service (KMS) key.

An Key Management Service (KMS) key and an Identity and Access Management (IAM) role that Amazon Forecast can assume to access the key.

Provides detailed error metrics to evaluate the performance of a predictor.

Parameters that define how to split a dataset into training data and testing data, and the number of iterations to perform.

The results of evaluating an algorithm.

The ExplainabilityConfig data type defines the number of time series and time points included in CreateExplainability.

Provides a summary of the Explainability export properties used in the ListExplainabilityExports operation.

Provides information about the Explainability resource.

Provides a summary of the Explainability properties used in the ListExplainabilities operation.

This object belongs to the CreatePredictor operation.

This object belongs to the CreatePredictor operation.

Provides information about the method that featurizes (transforms) a dataset field.

Describes a filter for choosing a subset of objects.

Provides a summary of the forecast export job properties used in the ListForecastExportJobs operation.

ForecastService provides the API operation methods for making requests to Amazon Forecast Service.

Provides a summary of the forecast properties used in the ListForecasts operation.

Configuration information for a hyperparameter tuning job.

This object belongs to the CreatePredictor operation.

Specifies an integer hyperparameter and it's range of tunable values.

We can't process the request because it includes an invalid value or a value that exceeds the valid range.

The token is not valid.

The limit on the number of resources per account has been exceeded.

An individual metric Forecast calculated when monitoring predictor usage.

Provides metrics that are used to evaluate the performance of a predictor.

The configuration details for the predictor monitor.

The source of the data the monitor used during the evaluation.

Provides information about the monitor resource.

Provides a summary of the monitor properties used in the ListMonitors operation.

Specifies the categorical, continuous, and integer hyperparameters, and their ranges of tunable values.

Provides a summary of the predictor backtest export job properties used in the ListPredictorBacktestExportJobs operation.

Metrics you can use as a baseline for comparison purposes.

Provides details about a predictor event, such as a retraining.

The algorithm used to perform a backtest and the status of those tests.

Contains details on the backtests performed to evaluate the accuracy of the predictor.

Describes the results of a monitor evaluation.

Provides a summary of the predictor properties that are used in the ListPredictors operation.

Provides a summary of the reference predictor used when retraining or upgrading a predictor.

There is already a resource with this name.

The specified resource is in use.

We can't find a resource with that Amazon Resource Name (ARN).

The path to the file(s) in an Amazon Simple Storage Service (Amazon S3) bucket, and an Identity and Access Management (IAM) role that Amazon Forecast can assume to access the file(s).

Defines the fields of a dataset.

An attribute of a schema, which defines a dataset field.

Provides statistics for each data field imported into to an Amazon Forecast dataset with the CreateDatasetImportJob (https://docs.aws.amazon.com/forecast/latest/dg/API_CreateDatasetImportJob.html) operation.

This object belongs to the CreatePredictor operation.

The optional metadata that you apply to a resource to help you categorize and organize them.

The status, start time, and end time of a backtest, as well as a failure reason if applicable.

The time boundary Forecast uses to align and aggregate your data to match your forecast frequency.

Creates a subset of items within an attribute that are modified.

Details about the import file that contains the time series for which you want to create forecasts.

A replacement dataset is a modified version of the baseline related time series that contains only the values that you want to include in a what-if forecast.

Defines the set of time series that are used to create the forecasts in a TimeSeriesIdentifiers object.

A transformation function is a pair of operations that select and modify the rows in a related time series.

The weighted loss value for a quantile.

Provides a summary of the what-if analysis properties used in the ListWhatIfAnalyses operation.

Provides a summary of the what-if forecast export properties used in the ListWhatIfForecastExports operation.

Provides a summary of the what-if forecast properties used in the ListWhatIfForecasts operation.

The metrics for a time range within the evaluation portion of a dataset.